According to some theorists, we are living in a simulated reality. This theory is based on the idea that the world we experience is nothing more than a computer simulation. Furthermore, some scientists believe that an advanced civilization could create this simulation.
We spend so much time inside computers and phones that it’s hard to imagine life without them. But what if we’re living in a simulated reality?
Some people think that computers could be creating simulations of different worlds in which to play, while others believe that our entire reality could be just one extensive computer simulation.
What is defined as Real?
When discussing what is real, it’s important to define what is meant by the term. For some, the reality is what can be experienced through the five senses. Anything that exists outside of that is considered to be fake or simulated.
Others may believe that reality is more than just what can be perceived with the senses. It may also include things that are beyond our understanding or knowledge.
In the movie “The Matrix,” Morpheus asks Neo what is real. This is a question that people have asked throughout history. Philosophers have debated this question for centuries. What is real? Is it the physical world that we can see and touch? Or is it something else?
What is real? How do you define ‘real’? If you’re talking about what you can feel, what you can smell, what you can taste and see, then ‘real’ is simply electrical signals interpreted by your brain.
-Morpheus, The Matrix
Some people believe that there is more to reality than what we can see and touch. They believe that a spiritual world exists beyond our physical world. Others believe that reality is nothing more than an illusion.
There is no single answer to this question as it varies from individual to individual. What one person considers natural may not be seen as such by someone else. This makes it a difficult topic to debate or discuss.
The Matrix: A movie or a Documentary?
There is a lot of debate over whether the 1999 movie The Matrix is a work of fiction or a documentary.
The Matrix is a movie based on the idea of simulated reality. It asks the question, what if our world is not what we think it is? What if we are living in a simulation? The movie takes this idea and runs it, creating a believable and fascinating world.
However, some people believe that The Matrix is more than just a movie. They think that it is a documentary. Our world is a simulated reality, and we live in it without knowing it. While this may seem like a crazy idea, it does have some basis in science.
Simulated reality is something that scientists are currently studying, and there is evidence that suggests it could be possible. So, while The Matrix may be a movie, it could also be based on reality exploring the idea of a simulated reality.
The Simulation Theory
The theory is that we might be living in a simulated reality. Proponents of the simulation theory say that it’s plausible because computing power increases exponentially.
Why wouldn't simulators do so if we could create a simulated world indistinguishable from reality?
Some scientists even believe that we’re already living in a computer-generated simulation and that our consciousness is just a program or algorithm.
A theory suggests that we are all living in a simulated reality. This theory, known as the simulation theory, indicates that humans created a computer program that allows us to experience life as if we are living in the real world at some point in our history.
Some people believe that this theory could explain the mysteries of our existence, such as why we are here and what happens when we die.
The first time the simulation theory was proposed was by philosopher Rene Descartes in 1641. However, it wasn’t until the 1970s that the theory began to gain popularity. This was due to the development of computers and later artificial intelligence.
While there’s no definitive proof that we’re living in a simulation, the theory raises some interesting questions.
What if everything we experience is just an illusion? What does that mean for our understanding of reality and ourselves?
How could we know if we’re living in a simulation?
There are a few different ways to determine whether or not we’re living in a simulation. One way is to look at the feasibility of creating a simulated world. If it’s possible to create a simulated world that is indistinguishable from the real world, we’re likely living in a simulation.
Another way to determine if we’re living in a simulation is to look at the development of artificial intelligence. If artificial intelligence surpasses human intelligence and becomes able to create its simulations, then it’s likely that we’re living in a simulated world.
Whether or not we live in a computer-generated simulation has been debated by philosophers and scientists for centuries. Still, recent advancements in artificial intelligence (AI) have brought the topic back into the spotlight.
Some experts believe that if we create intelligent machines, they could eventually become powerful enough to create their simulations, leading to an infinite number of universes — including ours.
So how could we know if we’re living in a simulation? One way would be to see if the laws of physics can be simulated on a computer. Another approach is to look for glitches or inaccuracies in the universe that could suggest it’s fake. However, both methods are complicated to execute and may not provide conclusive results.
The bottom line is that we may never know whether or not we’re living in a simulation.
Final Thought
The likelihood of living in a simulated reality is still up for debate; the ramifications of such a possibility are far-reaching.
If we were to find ourselves in a simulated world, it would force us to re-evaluate our understanding of reality and its meaning to being human. It would also raise important questions about the nature of existence and our place in the universe.
Facial recognition is a way of identifying or confirming an individual’s identity using their face. Facial recognition systems can be used to identify people in photos, videos, or in real-time.
Facial recognition is a category of biometric security. Other forms of biometric software include voice recognition, fingerprint recognition, and eye retina or iris recognition. The technology is mostly used for security and law enforcement, though there is increasing interest in other areas of use.
How does facial recognition work?
Many people are familiar with face recognition technology through the FaceID used to unlock iPhones (however, this is only one application of face recognition). Typically, facial recognition does not rely on a massive database of photos to determine an individual’s identity — it simply identifies and recognizes one person as the sole owner of the device, while limiting access to others.
Beyond unlocking phones, facial recognition works by matching the faces of people walking past special cameras, to images of people on a watch list. The watch lists can contain pictures of anyone, including people who are not suspected of any wrongdoing, and the images can come from anywhere — even from our social media accounts. Facial technology systems can vary, but in general, they tend to operate as follows:
Step 1: Face detection
The camera detects and locates the image of a face, either alone or in a crowd. The image may show the person looking straight ahead or in profile.
Step 2: Face analysis
Next, an image of the face is captured and analyzed. Most facial recognition technology relies on 2D rather than 3D images because it can more conveniently match a 2D image with public photos or those in a database. The software reads the geometry of your face. Key factors include the distance between your eyes, the depth of your eye sockets, the distance from forehead to chin, the shape of your cheekbones, and the contour of the lips, ears, and chin. The aim is to identify the facial landmarks that are key to distinguishing your face.
Step 3: Converting the image to data
The face capture process transforms analog information (a face) into a set of digital information (data) based on the person's facial features. Your face's analysis is essentially turned into a mathematical formula. The numerical code is called a faceprint. In the same way that thumbprints are unique, each person has their own faceprint.
Step 4: Finding a match
Your faceprint is then compared against a database of other known faces. For example, the FBI has access to up to 650 million photos, drawn from various state databases. On Facebook, any photo tagged with a person’s name becomes a part of Facebook's database, which may also be used for facial recognition. If your faceprint matches an image in a facial recognition database, then a determination is made.
Of all the biometric measurements, facial recognition is considered the most natural. Intuitively, this makes sense, since we typically recognize ourselves and others by looking at faces, rather than thumbprints and irises. It is estimated that over half of the world's population is touched by facial recognition technology regularly.
How facial recognition is used
The technology is used for a variety of purposes. These include:
Unlocking phones
Various phones, including the most recent iPhones, use face recognition to unlock the device. The technology offers a powerful way to protect personal data and ensures that sensitive data remains inaccessible if the phone is stolen. Apple claims that the chance of a random face unlocking your phone is about one in 1 million.
Law enforcement
Facial recognition is regularly being used by law enforcement. According to this NBC report, the technology is increasing amongst law enforcement agencies within the US, and the same is true in other countries. Police collects mugshots from arrestees and compare them against local, state, and federal face recognition databases. Once an arrestee’s photo has been taken, their picture will be added to databases to be scanned whenever police carry out another criminal search.
Also, mobile face recognition allows officers to use smartphones, tablets, or other portable devices to take a photo of a driver or a pedestrian in the field and immediately compare that photo against to one or more face recognition databases to attempt an identification.
Airports and border control
Facial recognition has become a familiar sight at many airports around the world. Increasing numbers of travellers hold biometric passports, which allow them to skip the ordinarily long lines and instead walk through an automated ePassport control to reach the gate faster. Facial recognition not only reduces waiting times but also allows airports to improve security. The US Department of Homeland Security predicts that facial recognition will be used on 97% of travellers by 2023. As well as at airports and border crossings, the technology is used to enhance security at large-scale events such as the Olympics.
Finding missing persons
Facial recognition can be used to find missing persons and victims of human trafficking. Suppose missing individuals are added to a database. In that case, law enforcement can be alerted as soon as they are recognized by face recognition — whether it is in an airport, retail store, or other public space.
Reducing retail crime
Facial recognition is used to identify when known shoplifters, organized retail criminals, or people with a history of fraud enter stores. Photographs of individuals can be matched against large databases of criminals so that loss prevention and retail security professionals can be notified when shoppers who potentially represent a threat enter the store.
Improving retail experiences
The technology offers the potential to improve retail experiences for customers. For example, kiosks in stores could recognize customers, make product suggestions based on their purchase history, and point them in the right direction. “Face pay” technology could allow shoppers to skip long checkout lines with slower payment methods.
Banking
Biometric online banking is another benefit of face recognition. Instead of using one-time passwords, customers can authorize transactions by looking at their smartphone or computer. With facial recognition, there are no passwords for hackers to compromise. If hackers steal your photo database, 'liveless' detection – a technique used to determine whether the source of a biometric sample is a live human being or a fake representation – should (in theory) prevent them from using it for impersonation purposes. Face recognition could make debit cards and signatures a thing of the past.
Marketing and advertising
Marketers have used facial recognition to enhance consumer experiences. For example, frozen pizza brand DiGiorno used facial recognition for a 2017 marketing campaign where it analyzed the expressions of people at DiGiorno-themed parties to gauge people’s emotional reactions to pizza. Media companies also use facial recognition to test audience reaction to movie trailers, characters in TV pilots, and optimal placement of TV promotions. Billboards that incorporate face recognition technology – such as London’s Piccadilly Circus – means brands can trigger tailored advertisements.
Healthcare
Hospitals use facial recognition to help with patient care. Healthcare providers are testing the use of facial recognition to access patient records, streamline patient registration, detect emotion and pain in patients, and even help to identify specific genetic diseases. AiCure has developed an app that uses facial recognition to ensure that people take their medication as prescribed. As biometric technology becomes less expensive, adoption within the healthcare sector is expected to increase.
Tracking student or worker attendance
Some educational institutions in China use face recognition to ensure students are not skipping class. Tablets are used to scan students' faces and match them to photos in a database to validate their identities. More broadly, the technology can be used for workers to sign in and out of their workplaces, so that employers can track attendance.
Recognizing drivers
According to this consumer report, car companies are experimenting with facial recognition to replace car keys. The technology would replace the key to access and start the car and remember drivers’ preferences for seat and mirror positions and radio station presets.
Monitoring gambling addictions
Facial recognition can help gambling companies protect their customers to a higher degree. Monitoring those entering and moving around gambling areas is difficult for human staff, especially in large crowded spaces such as casinos. Facial recognition technology enables companies to identify those who are registered as gambling addicts and keeps a record of their play so staff can advise when it is time to stop. Casinos can face hefty fines if gamblers on voluntary exclusion lists are caught gambling.
Examples of facial recognition technology
Amazon previously promoted its cloud-based face recognition service named Rekognition to law enforcement agencies. However, in a June 2020 blog post, the company announced it was planning a one-year moratorium on the use of its technology by police. The rationale for this was to allow time for US federal laws to be initiated, to protect human rights and civil liberties.
Apple uses facial recognition to help users quickly unlock their phones, log in to apps, and make purchases.
British Airways enables facial recognition for passengers boarding flights from the US. Travellers' faces can be scanned by a camera to have their identity verified to board their plane without showing their passport or boarding pass. The airline has been using the technology on UK domestic flights from Heathrow and is working towards biometric boarding on international flights from the airport.
Cigna, a US-based healthcare insurer, allows customers in China to file health insurance claims which are signed using a photo, rather than a written signature, in a bid to cut down on instances of fraud.
Coca-Cola has used facial recognition in several ways across the world. Examples include rewarding customers for recycling at some of its vending machines in China, delivering personalized ads on its vending machines in Australia, and for event marketing in Israel.
Facebook began using facial recognition in the US in 2010 when it automatically tagged people in photos using its tag suggestions tool. The tool scans a user's face and offers suggestions about who that person is. Since 2019, Facebook has made the feature opt-in as part of a drive to become more privacy focused. Facebook provides information on how you can opt-in or out of face recognition here.
Google incorporates the technology into Google Photos and uses it to sort pictures and automatically tag them based on the people recognized.
MAC make-up, uses facial recognition technology in some of its brick-and-mortar stores, allowing customers to virtually "try on" make-up using in-store augmented reality mirrors.
McDonald’s has used facial recognition in its Japanese restaurants to assess the quality of customer service provided there, including analyzing whether its employees are smiling while assisting customers.
Snapchat is one of the pioneers of facial recognition software: it allows brands and organizations to create filters which mould to the user’s face — hence the ubiquitous puppy dog faces and flower crown filters seen on social media.
Technology companies that provide facial recognition technology include:
Kairos
Noldus
Affectiva
Sightcorp
Nviso
Advantages of face recognition
Aside from unlocking your smartphone, facial recognition brings other benefits:
Increased security
On a governmental level, facial recognition can help to identify terrorists or other criminals. On a personal level, facial recognition can be used as a security tool for locking personal devices and for personal surveillance cameras.
Reduced crime
Face recognition makes it easier to track down burglars, thieves, and trespassers. The sole knowledge of the presence of a face recognition system can serve as a deterrence, especially to petty crime. Aside from physical security, there are benefits to cybersecurity as well. Companies can use face recognition technology as a substitute for passwords to access computers. In theory, the technology cannot be hacked as there is nothing to steal or change, as is the case with a password.
Removing bias from stop and search
Public concern over unjustified stops and searches is a source of controversy for the police — facial recognition technology could improve the process. By singling out suspects among crowds through an automated rather than human process, face recognition technology could help reduce potential bias and decrease stops and searches on law-abiding citizens.
Greater convenience
As the technology becomes more widespread, customers will be able to pay in stores using their face, rather than pulling out their credit cards or cash. This could save time in checkout lines. Since there is no contact required for facial recognition as there is with fingerprinting or other security measures – useful in the post-COVID world – facial recognition offers a quick, automatic, and seamless verification experience.
Faster processing
The process of recognizing a face takes only a second, which has benefits for the companies that use facial recognition. In an era of cyber-attacks and advanced hacking tools, companies need both secure and fast technologies. Facial recognition enables quick and efficient verification of a person’s identity.
Integration with other technologies
Most facial recognition solutions are compatible with most security software. In fact, it is easily integrated. This limits the amount of additional investment required to implement it.
Disadvantages of face recognition
While some people do not mind being filmed in public and do not object to the use of facial recognition where there is a clear benefit or rationale, the technology can inspire intense reactions from others. Some of the disadvantages or concerns include:
Surveillance
Some worry that the use of facial recognition along with ubiquitous video cameras, artificial intelligence, and data analytics creates the potential for mass surveillance, which could restrict individual freedom. While facial recognition technology allows governments to track down criminals, it could also allow them to track down ordinary and innocent people at any time.
Scope for error
Facial recognition data is not free from error, which could lead to people being implicated for crimes they have not committed. For example, a slight change in camera angle or a change in appearance, such as a new hairstyle, could lead to error. In 2018, Newsweek reported that Amazon’s facial recognition technology had falsely identified 28 members of the US Congress as people arrested for crimes.
Breach of privacy
The question of ethics and privacy is the most contentious one. Governments have been known to store several citizens' pictures without their consent. In 2020, the European Commission said it was considering a ban on facial recognition technology in public spaces for up to five years, to allow time to work out a regulatory framework to prevent privacy and ethical abuses.
Massive data storage
Facial recognition software relies on machine learning technology, which requires massive data sets to “learn” to deliver accurate results. Such large data sets require robust data storage. Small and medium-sized companies may not have sufficient resources to store the required data.
Facial recognition security - how to protect yourself
While biometric data is generally considered one of the most reliable authentication methods, it also carries significant risk. That’s because if someone’s credit card details are hacked, that person has the option to freeze their credit and take steps to change the personal information that was breached. What do you do if you lose your digital ‘face’?
Around the world, biometric information is being captured, stored, and analyzed in increasing quantities, often by organizations and governments, with a mixed record on cybersecurity. A question increasingly being asked is, how safe is the infrastructure that holds and processes all this data?
As facial recognition software is still in its relative infancy, the laws governing this area are evolving (and sometimes non-existent). Regular citizens whose information is compromised have relatively few legal avenues to pursue. Cybercriminals often elude the authorities or are sentenced years after the fact, while their victims receive no compensation and are left to fend for themselves.
As the use of facial recognition becomes more widespread, the scope for hackers to steal your facial data to commit fraud — increases.
Biometric technology offers very compelling security solutions. Despite the risks, the systems are convenient and hard to duplicate. These systems will continue to develop in the future — the challenge will be to maximize their benefits while minimizing their risks.
Identities are complex to form, hard to define and increasingly easier to steal and fake. Author Tracey Follows explains how will we define ourselves and what happens to our legacy identities as they drift through time and space?
The central question of this issue is how we will shape our identities in virtual spaces. Futurist Tracey Follows tackled this in her new book, “The Future of You.” While there are certainly questions that will still be answered over the coming decade, she offers some hints about what the future will hold.
Matt Carmichael: How do we create our identities online today?
Tracey Follows: It's somewhat of an elusive concept but then I don't go along with the people who say that it's just an illusory concept. Because you have to know who someone's identity is because you have to ascribe rights and duties and responsibilities and even emotions to a specific person. And that person has to have some continuity. In the past we would've said it was continuity over time, but now we're saying it's continuity over space.
Carmichael: What do you mean by that?
Follows: Are you the same person in real life as you are in these online worlds? Partially it depends on your philosophical take. It depends what culture you've grown up with? For some people and some groups, it's a very tribal thing and your identity's conferred on you by the group that you want to belong to. For Buddhists, the identity is something that is arrived at, towards the end of life because it's the summation of every single interaction you've had with every single person.
Carmichael: How do you see this changing as we have identities now in more virtual spaces?
Follows: We will have much more fluid identities because we'll be in more fluid spaces. But then I see the counter trend which is the authorities or institutions needing to reclaim back or to manage these fluid identities with centrally organized, biometrically underpinned identity systems.
Carmichael: How do we keep control of our identity and our biometrics like our face, our fingerprints?
Follows: It’s a vigilance on behalf of every single citizen. We have to stop thinking of ourselves just as consumers or users of these technology products and understand that we are citizens and that we have some digital rights.
Carmichael: There’s a way in which this could allow people to be their more authentic selves in a safer space than would necessarily be in the real world. Then there's a clear counter to that where it becomes even more toxic in the online world than it is in the real world.
Follows: It will be interesting to watch is how different virtual reality and virtual media is from social media. I’m sure you know the Marshall McLuhan quote, “All forms of violence are quests for identity.” We see a lot of aggression and antagonistic behavior on social media, it's because people are fighting to get their identity represented. When we have sensory capabilities in virtual media, I think then we'll get a proper representation. I think it will be less antagonistic than we find social media right now and more empathetic.
Carmichael: How many identities will you have in these sorts of worlds?
Follows: We are used to having one authentic identity physicality because we're embodied in this physical body, but we won't have that. We could have many different identities in the metaverse or whatever you call it. That means that you could end up meeting up with yourselves. And I think that's the most interesting thing that you can bend time and space so that you don't have to be just one person living a very linear life. One could meet up with different versions of one self at different ages lifestyle ages, perhaps you could meet up with your younger self or older self, you know, all of these things could be possible and that will really give us a completely different sense of reality.
Carmichael: How do you build trust in those communities if you don't really know who you're interacting with and if it's really them?
Follows: Eric Schmidt has suggested that we'll all have of AI assistants who are very good at detecting what's authentic and what's not. Sort of an AI detective on your shoulder trying to work out the digital forensics. I'm not entirely sure people want to live like that. I don’t see it as this huge, unfettered progress. People will stop doing certain things and decide, oh no, we want much more human contact again. It’ll be cyclical. Then they’ll come back to doing much socializing or work in the virtual environment.
Information Security Attributes: or qualities, i.e., Confidentiality, Integrity and Availability (CIA). Information Systems are composed in three main portions, hardware, software and communications with the purpose to help identify and apply information security industry standards, as mechanisms of protection and prevention, at three levels or layers: physical, personal and organizational. Essentially, procedures or policies are implemented to tell administrators, users and operators how to use products to ensure information security within the organizations.[10]
Various definitions of information security are suggested below, summarized from different sources:
“Preservation of confidentiality, integrity and availability of information. Note: In addition, other properties, such as authenticity, accountability, non-repudiation and reliability can also be involved.” (ISO/IEC 27000:2009)[11]
“The protection of information and information systems from unauthorized access, use, disclosure, disruption, modification, or destruction in order to provide confidentiality, integrity, and availability.” (CNSS, 2010)[12]
“Ensures that only authorized users (confidentiality) have access to accurate and complete information (integrity) when required (availability).” (ISACA, 2008)[13]
“Information Security is the process of protecting the intellectual property of an organisation.” (Pipkin, 2000)[14]
“…information security is a risk management discipline, whose job is to manage the cost of information risk to the business.” (McDermott and Geer, 2001)[15]
“A well-informed sense of assurance that information risks and controls are in balance.” (Anderson, J., 2003)[16]
“Information security is the protection of information and minimizes the risk of exposing information to unauthorized parties.” (Venter and Eloff, 2003)[17]
“Information Security is a multidisciplinary area of study and professional activity which is concerned with the development and implementation of security mechanisms of all available types (technical, organizational, human-oriented and legal) in order to keep information in all its locations (within and outside the organization’s perimeter) and, consequently, information systems, where information is created, processed, stored, transmitted and destroyed, free from threats.[18] Threats to information and information systems may be categorized and a corresponding security goal may be defined for each category of threats.[19] A set of security goals, identified as a result of a threat analysis, should be revised periodically to ensure its adequacy and conformance with the evolving environment.[20] The currently relevant set of security goals may include: confidentiality, integrity, availability, privacy, authenticity & trustworthiness, non-repudiation, accountability and auditability.” (Cherdantseva and Hilton, 2013)[10]
Information and information resource security using telecommunication system or devices means protecting information, information systems or books from unauthorized access, damage, theft, or destruction (Kurose and Ross, 2010).[21]
Overview
At the core of information security is information assurance, the act of maintaining the confidentiality, integrity, and availability (CIA) of information, ensuring that information is not compromised in any way when critical issues arise.[22] These issues include but are not limited to natural disasters, computer/server malfunction, and physical theft. While paper-based business operations are still prevalent, requiring their own set of information security practices, enterprise digital initiatives are increasingly being emphasized,[23][24] with information assurance now typically being dealt with by information technology (IT) security specialists. These specialists apply information security to technology (most often some form of computer system). It is worthwhile to note that a computer does not necessarily mean a home desktop.[25] A computer is any device with a processor and some memory. Such devices can range from non-networked standalone devices as simple as calculators, to networked mobile computing devices such as smartphones and tablet computers.[26] IT security specialists are almost always found in any major enterprise/establishment due to the nature and value of the data within larger businesses.[27] They are responsible for keeping all of the technology within the company secure from malicious cyber attacks that often attempt to acquire critical private information or gain control of the internal systems.[28][29]
The field of information security has grown and evolved significantly in recent years.[30] It offers many areas for specialization, including securing networks and allied infrastructure, securing applications and databases, security testing, information systems auditing, business continuity planning, electronic record discovery, and digital forensics.[citation needed] Information security professionals are very stable in their employment.[31] As of 2013 more than 80 percent of professionals had no change in employer or employment over a period of a year, and the number of professionals is projected to continuously grow more than 11 percent annually from 2014 to 2019.[32]
Threats
Information security threats come in many different forms.[33][34] Some of the most common threats today are software attacks, theft of intellectual property, theft of identity, theft of equipment or information, sabotage, and information extortion.[35][36] Most people have experienced software attacks of some sort. Viruses,[37]worms, phishing attacks, and Trojan horses are a few common examples of software attacks. The theft of intellectual property has also been an extensive issue for many businesses in the information technology (IT) field.[38]Identity theft is the attempt to act as someone else usually to obtain that person’s personal information or to take advantage of their access to vital information through social engineering.[39][40] Theft of equipment or information is becoming more prevalent today due to the fact that most devices today are mobile,[41] are prone to theft and have also become far more desirable as the amount of data capacity increases. Sabotage usually consists of the destruction of an organization’s website in an attempt to cause loss of confidence on the part of its customers.[42] Information extortion consists of theft of a company’s property or information as an attempt to receive a payment in exchange for returning the information or property back to its owner, as with ransomware.[43] There are many ways to help protect yourself from some of these attacks but one of the most functional precautions is conduct periodical user awareness.[44] The number one threat to any organisation are users or internal employees, they are also called insider threats.[45]
Governments, military, corporations, financial institutions, hospitals, non-profit organisations, and private businesses amass a great deal of confidential information about their employees, customers, products, research, and financial status.[46] Should confidential information about a business’ customers or finances or new product line fall into the hands of a competitor or a black hat hacker, a business and its customers could suffer widespread, irreparable financial loss, as well as damage to the company’s reputation.[47] From a business perspective, information security must be balanced against cost; the Gordon-Loeb Model provides a mathematical economic approach for addressing this concern.[48]
For the individual, information security has a significant effect on privacy, which is viewed very differently in various cultures.[49]
Responses to threats
Possible responses to a security threat or risk are:[50]
reduce/mitigate – implement safeguards and countermeasures to eliminate vulnerabilities or block threats
assign/transfer – place the cost of the threat onto another entity or organization such as purchasing insurance or outsourcing
accept – evaluate if the cost of the countermeasure outweighs the possible cost of loss due to the threat[51]
History
Since the early days of communication, diplomats and military commanders understood that it was necessary to provide some mechanism to protect the confidentiality of correspondence and to have some means of detecting tampering.[52]Julius Caesar is credited with the invention of the Caesar cipher c. 50 B.C., which was created in order to prevent his secret messages from being read should a message fall into the wrong hands.[53] However, for the most part protection was achieved through the application of procedural handling controls.[54][55] Sensitive information was marked up to indicate that it should be protected and transported by trusted persons, guarded and stored in a secure environment or strong box.[56] As postal services expanded, governments created official organizations to intercept, decipher, read, and reseal letters (e.g., the U.K.’s Secret Office, founded in 1653[57]).
In the mid-nineteenth century more complex classification systems were developed to allow governments to manage their information according to the degree of sensitivity.[58] For example, the British Government codified this, to some extent, with the publication of the Official Secrets Act in 1889.[59] Section 1 of the law concerned espionage and unlawful disclosures of information, while Section 2 dealt with breaches of official trust.[60] A public interest defense was soon added to defend disclosures in the interest of the state.[61] A similar law was passed in India in 1889, The Indian Official Secrets Act, which was associated with the British colonial era and used to crack down on newspapers that opposed the Raj’s policies.[62] A newer version was passed in 1923 that extended to all matters of confidential or secret information for governance.[63] By the time of the First World War, multi-tier classification systems were used to communicate information to and from various fronts, which encouraged greater use of code making and breaking sections in diplomatic and military headquarters.[64] Encoding became more sophisticated between the wars as machines were employed to scramble and unscramble information.[65]
The establishment of computer security inaugurated the history of information security. The need for such appeared during World War II.[66] The volume of information shared by the Allied countries during the Second World War necessitated formal alignment of classification systems and procedural controls.[67] An arcane range of markings evolved to indicate who could handle documents (usually officers rather than enlisted troops) and where they should be stored as increasingly complex safes and storage facilities were developed.[68] The Enigma Machine, which was employed by the Germans to encrypt the data of warfare and was successfully decrypted by Alan Turing, can be regarded as a striking example of creating and using secured information.[69] Procedures evolved to ensure documents were destroyed properly, and it was the failure to follow these procedures which led to some of the greatest intelligence coups of the war (e.g., the capture of U-570[69]).
In 1973, important elements of ARPANET security were found by internet pioneer Robert Metcalfe to have many flaws such as the: “vulnerability of password structure and formats; lack of safety procedures for dial-up connections; and nonexistent user identification and authorizations”, aside from the lack of controls and safeguards to keep data safe from unauthorized access. Hackers had effortless access to ARPANET, as phone numbers were known by the public.[71] Due to these problems, coupled with the constant violation of computer security, as well as the exponential increase in the number of hosts and users of the system, “network security” was often alluded to as “network insecurity”.[71]
The end of the twentieth century and the early years of the twenty-first century saw rapid advancements in telecommunications, computing hardware and software, and data encryption.[72] The availability of smaller, more powerful, and less expensive computing equipment made electronic data processing within the reach of small business and home users.[73] The establishment of Transfer Control Protocol/Internetwork Protocol (TCP/IP) in the early 1980s enabled different types of computers to communicate.[74] These computers quickly became interconnected through the internet.[75]
The rapid growth and widespread use of electronic data processing and electronic business conducted through the internet, along with numerous occurrences of international terrorism, fueled the need for better methods of protecting the computers and the information they store, process, and transmit.[76] The academic disciplines of computer security and information assurance emerged along with numerous professional organizations, all sharing the common goals of ensuring the security and reliability of information systems.[citation needed]
The CIA triad of confidentiality, integrity, and availability is at the heart of information security.[77] (The members of the classic InfoSec triad—confidentiality, integrity, and availability—are interchangeably referred to in the literature as security attributes, properties, security goals, fundamental aspects, information criteria, critical information characteristics and basic building blocks.)[78] However, debate continues about whether or not this CIA triad is sufficient to address rapidly changing technology and business requirements, with recommendations to consider expanding on the intersections between availability and confidentiality, as well as the relationship between security and privacy.[22] Other principles such as “accountability” have sometimes been proposed; it has been pointed out that issues such as non-repudiation do not fit well within the three core concepts.[79]
The triad seems to have first been mentioned in a NIST publication in 1977.[80]
In 1992 and revised in 2002, the OECD‘s Guidelines for the Security of Information Systems and Networks[81] proposed the nine generally accepted principles: awareness, responsibility, response, ethics, democracy, risk assessment, security design and implementation, security management, and reassessment.[82] Building upon those, in 2004 the NIST‘s Engineering Principles for Information Technology Security[79] proposed 33 principles. From each of these derived guidelines and practices.
In information security, confidentiality “is the property, that information is not made available or disclosed to unauthorized individuals, entities, or processes.”[88] While similar to “privacy,” the two words aren’t interchangeable. Rather, confidentiality is a component of privacy that implements to protect our data from unauthorized viewers.[89] Examples of confidentiality of electronic data being compromised include laptop theft, password theft, or sensitive emails being sent to the incorrect individuals.[90]
Integrity
In IT security, data integrity means maintaining and assuring the accuracy and completeness of data over its entire lifecycle.[91] This means that data cannot be modified in an unauthorized or undetected manner.[92] This is not the same thing as referential integrity in databases, although it can be viewed as a special case of consistency as understood in the classic ACID model of transaction processing.[93] Information security systems typically incorporate controls to ensure their own integrity, in particular protecting the kernel or core functions against both deliberate and accidental threats.[94] Multi-purpose and multi-user computer systems aim to compartmentalize the data and processing such that no user or process can adversely impact another: the controls may not succeed however, as we see in incidents such as malware infections, hacks, data theft, fraud, and privacy breaches.[95]
More broadly, integrity is an information security principle that involves human/social, process, and commercial integrity, as well as data integrity. As such it touches on aspects such as credibility, consistency, truthfulness, completeness, accuracy, timeliness, and assurance.[96]
Availability
For any information system to serve its purpose, the information must be available when it is needed.[97] This means the computing systems used to store and process the information, the security controls used to protect it, and the communication channels used to access it must be functioning correctly.[98]High availability systems aim to remain available at all times, preventing service disruptions due to power outages, hardware failures, and system upgrades.[99] Ensuring availability also involves preventing denial-of-service attacks, such as a flood of incoming messages to the target system, essentially forcing it to shut down.[100]
In the realm of information security, availability can often be viewed as one of the most important parts of a successful information security program.[citation needed] Ultimately end-users need to be able to perform job functions; by ensuring availability an organization is able to perform to the standards that an organization’s stakeholders expect.[101] This can involve topics such as proxy configurations, outside web access, the ability to access shared drives and the ability to send emails.[102] Executives oftentimes do not understand the technical side of information security and look at availability as an easy fix, but this often requires collaboration from many different organizational teams, such as network operations, development operations, incident response, and policy/change management.[103] A successful information security team involves many different key roles to mesh and align for the CIA triad to be provided effectively.[104]
Non-repudiation
In law, non-repudiation implies one’s intention to fulfill their obligations to a contract. It also implies that one party of a transaction cannot deny having received a transaction, nor can the other party deny having sent a transaction.[105]
It is important to note that while technology such as cryptographic systems can assist in non-repudiation efforts, the concept is at its core a legal concept transcending the realm of technology.[106] It is not, for instance, sufficient to show that the message matches a digital signature signed with the sender’s private key, and thus only the sender could have sent the message, and nobody else could have altered it in transit (data integrity).[107] The alleged sender could in return demonstrate that the digital signature algorithm is vulnerable or flawed, or allege or prove that his signing key has been compromised.[108] The fault for these violations may or may not lie with the sender, and such assertions may or may not relieve the sender of liability, but the assertion would invalidate the claim that the signature necessarily proves authenticity and integrity. As such, the sender may repudiate the message (because authenticity and integrity are pre-requisites for non-repudiation).[109]
Broadly speaking, risk is the likelihood that something bad will happen that causes harm to an informational asset (or the loss of the asset).[110] A vulnerability is a weakness that could be used to endanger or cause harm to an informational asset. A threat is anything (man-made or act of nature) that has the potential to cause harm.[111] The likelihood that a threat will use a vulnerability to cause harm creates a risk. When a threat does use a vulnerability to inflict harm, it has an impact.[112] In the context of information security, the impact is a loss of availability, integrity, and confidentiality, and possibly other losses (lost income, loss of life, loss of real property).[113]
The Certified Information Systems Auditor (CISA) Review Manual 2006 defines risk management as “the process of identifying vulnerabilities and threats to the information resources used by an organization in achieving business objectives, and deciding what countermeasures,[114] if any, to take in reducing risk to an acceptable level, based on the value of the information resource to the organization.”[115]
There are two things in this definition that may need some clarification. First, the process of risk management is an ongoing, iterative process. It must be repeated indefinitely. The business environment is constantly changing and new threats and vulnerabilities emerge every day.[116] Second, the choice of countermeasures (controls) used to manage risks must strike a balance between productivity, cost, effectiveness of the countermeasure, and the value of the informational asset being protected.[117] Furthermore, these processes have limitations as security breaches are generally rare and emerge in a specific context which may not be easily duplicated.[118] Thus, any process and countermeasure should itself be evaluated for vulnerabilities.[119] It is not possible to identify all risks, nor is it possible to eliminate all risk. The remaining risk is called “residual risk.[120]“
A risk assessment is carried out by a team of people who have knowledge of specific areas of the business.[121] Membership of the team may vary over time as different parts of the business are assessed.[122] The assessment may use a subjective qualitative analysis based on informed opinion, or where reliable dollar figures and historical information is available, the analysis may use quantitative analysis.
Research has shown that the most vulnerable point in most information systems is the human user, operator, designer, or other human.[123] The ISO/IEC 27002:2005 Code of practice for information security management recommends the following be examined during a risk assessment:
Calculate the impact that each threat would have on each asset. Use qualitative analysis or quantitative analysis.[129]
Identify, select and implement appropriate controls. Provide a proportional response. Consider productivity, cost effectiveness, and value of the asset.[130]
Evaluate the effectiveness of the control measures. Ensure the controls provide the required cost effective protection without discernible loss of productivity.[131]
For any given risk, management can choose to accept the risk based upon the relative low value of the asset, the relative low frequency of occurrence, and the relative low impact on the business.[132] Or, leadership may choose to mitigate the risk by selecting and implementing appropriate control measures to reduce the risk. In some cases, the risk can be transferred to another business by buying insurance or outsourcing to another business.[133] The reality of some risks may be disputed. In such cases leadership may choose to deny the risk.[134]
Selecting and implementing proper security controls will initially help an organization bring down risk to acceptable levels.[135] Control selection should follow and should be based on the risk assessment.[136] Controls can vary in nature, but fundamentally they are ways of protecting the confidentiality, integrity or availability of information. ISO/IEC 27001 has defined controls in different areas.[137] Organizations can implement additional controls according to requirement of the organization.[138]ISO/IEC 27002 offers a guideline for organizational information security standards.[139]
Administrative
Administrative controls (also called procedural controls) consist of approved written policies, procedures, standards, and guidelines. Administrative controls form the framework for running the business and managing people.[140] They inform people on how the business is to be run and how day-to-day operations are to be conducted. Laws and regulations created by government bodies are also a type of administrative control because they inform the business.[141] Some industry sectors have policies, procedures, standards, and guidelines that must be followed – the Payment Card Industry Data Security Standard[142] (PCI DSS) required by Visa and MasterCard is such an example. Other examples of administrative controls include the corporate security policy, password policy, hiring policies, and disciplinary policies.[143]
Administrative controls form the basis for the selection and implementation of logical and physical controls. Logical and physical controls are manifestations of administrative controls, which are of paramount importance.[140]
Logical
Logical controls (also called technical controls) use software and data to monitor and control access to information and computing systems.[citation needed] Passwords, network and host-based firewalls, network intrusion detection systems, access control lists, and data encryption are examples of logical controls.[144]
An important logical control that is frequently overlooked is the principle of least privilege, which requires that an individual, program or system process not be granted any more access privileges than are necessary to perform the task.[145] A blatant example of the failure to adhere to the principle of least privilege is logging into Windows as user Administrator to read email and surf the web. Violations of this principle can also occur when an individual collects additional access privileges over time.[146] This happens when employees’ job duties change, employees are promoted to a new position, or employees are transferred to another department.[147] The access privileges required by their new duties are frequently added onto their already existing access privileges, which may no longer be necessary or appropriate.[148]
Physical
Physical controls monitor and control the environment of the work place and computing facilities.[149] They also monitor and control access to and from such facilities and include doors, locks, heating and air conditioning, smoke and fire alarms, fire suppression systems, cameras, barricades, fencing, security guards, cable locks, etc. Separating the network and workplace into functional areas are also physical controls.[150]
An important physical control that is frequently overlooked is separation of duties, which ensures that an individual can not complete a critical task by himself.[151] For example, an employee who submits a request for reimbursement should not also be able to authorize payment or print the check.[152] An applications programmer should not also be the server administrator or the database administrator; these roles and responsibilities must be separated from one another.[153]
Information security must protect information throughout its lifespan, from the initial creation of the information on through to the final disposal of the information.[154] The information must be protected while in motion and while at rest. During its lifetime, information may pass through many different information processing systems and through many different parts of information processing systems.[155] There are many different ways the information and information systems can be threatened. To fully protect the information during its lifetime, each component of the information processing system must have its own protection mechanisms.[156] The building up, layering on, and overlapping of security measures is called “defense in depth.”[157] In contrast to a metal chain, which is famously only as strong as its weakest link, the defense in depth strategy aims at a structure where, should one defensive measure fail, other measures will continue to provide protection.[158]
Recall the earlier discussion about administrative controls, logical controls, and physical controls. The three types of controls can be used to form the basis upon which to build a defense in depth strategy.[140] With this approach, defense in depth can be conceptualized as three distinct layers or planes laid one on top of the other.[159] Additional insight into defense in depth can be gained by thinking of it as forming the layers of an onion, with data at the core of the onion, people the next outer layer of the onion, and network security, host-based security, and application security forming the outermost layers of the onion.[160] Both perspectives are equally valid, and each provides valuable insight into the implementation of a good defense in depth strategy.[161]
An important aspect of information security and risk management is recognizing the value of information and defining appropriate procedures and protection requirements for the information.[162] Not all information is equal and so not all information requires the same degree of protection.[163] This requires information to be assigned a security classification.[164] The first step in information classification is to identify a member of senior management as the owner of the particular information to be classified. Next, develop a classification policy.[165] The policy should describe the different classification labels, define the criteria for information to be assigned a particular label, and list the required security controls for each classification.[166]
Some factors that influence which classification information should be assigned include how much value that information has to the organization, how old the information is and whether or not the information has become obsolete.[167] Laws and other regulatory requirements are also important considerations when classifying information.[168] The Information Systems Audit and Control Association (ISACA) and its Business Model for Information Security also serves as a tool for security professionals to examine security from a systems perspective, creating an environment where security can be managed holistically, allowing actual risks to be addressed.[169]
The type of information security classification labels selected and used will depend on the nature of the organization, with examples being:[166]
In the business sector, labels such as: Public, Sensitive, Private, Confidential.
In the government sector, labels such as: Unclassified, Unofficial, Protected, Confidential, Secret, Top Secret, and their non-English equivalents.[170]
In cross-sectoral formations, the Traffic Light Protocol, which consists of: White, Green, Amber, and Red.
All employees in the organization, as well as business partners, must be trained on the classification schema and understand the required security controls and handling procedures for each classification.[171] The classification of a particular information asset that has been assigned should be reviewed periodically to ensure the classification is still appropriate for the information and to ensure the security controls required by the classification are in place and are followed in their right procedures.[172]
Access control
Access to protected information must be restricted to people who are authorized to access the information.[173] The computer programs, and in many cases the computers that process the information, must also be authorized.[174] This requires that mechanisms be in place to control the access to protected information.[174] The sophistication of the access control mechanisms should be in parity with the value of the information being protected; the more sensitive or valuable the information the stronger the control mechanisms need to be.[175] The foundation on which access control mechanisms are built start with identification and authentication.[176]
Identification is an assertion of who someone is or what something is. If a person makes the statement “Hello, my name is John Doe” they are making a claim of who they are.[178] However, their claim may or may not be true. Before John Doe can be granted access to protected information it will be necessary to verify that the person claiming to be John Doe really is John Doe.[179] Typically the claim is in the form of a username. By entering that username you are claiming “I am the person the username belongs to”.[180]
Authentication
Authentication is the act of verifying a claim of identity. When John Doe goes into a bank to make a withdrawal, he tells the bank teller he is John Doe, a claim of identity.[181] The bank teller asks to see a photo ID, so he hands the teller his driver’s license.[182] The bank teller checks the license to make sure it has John Doe printed on it and compares the photograph on the license against the person claiming to be John Doe.[183] If the photo and name match the person, then the teller has authenticated that John Doe is who he claimed to be. Similarly, by entering the correct password, the user is providing evidence that he/she is the person the username belongs to.[184]
There are three different types of information that can be used for authentication:[185][186]
Strong authentication requires providing more than one type of authentication information (two-factor authentication).[192] The username is the most common form of identification on computer systems today and the password is the most common form of authentication.[193] Usernames and passwords have served their purpose, but they are increasingly inadequate.[194] Usernames and passwords are slowly being replaced or supplemented with more sophisticated authentication mechanisms such as Time-based One-time Password algorithms.[195]
Authorization
After a person, program or computer has successfully been identified and authenticated then it must be determined what informational resources they are permitted to access and what actions they will be allowed to perform (run, view, create, delete, or change).[196] This is called authorization. Authorization to access information and other computing services begins with administrative policies and procedures.[197] The policies prescribe what information and computing services can be accessed, by whom, and under what conditions. The access control mechanisms are then configured to enforce these policies.[198] Different computing systems are equipped with different kinds of access control mechanisms. Some may even offer a choice of different access control mechanisms.[199] The access control mechanism a system offers will be based upon one of three approaches to access control, or it may be derived from a combination of the three approaches.[90]
The non-discretionary approach consolidates all access control under a centralized administration.[200] The access to information and other resources is usually based on the individuals function (role) in the organization or the tasks the individual must perform.[201][202] The discretionary approach gives the creator or owner of the information resource the ability to control access to those resources.[200] In the mandatory access control approach, access is granted or denied basing upon the security classification assigned to the information resource.[173]
To be effective, policies and other security controls must be enforceable and upheld. Effective policies ensure that people are held accountable for their actions.[205] The U.S. Treasury‘s guidelines for systems processing sensitive or proprietary information, for example, states that all failed and successful authentication and access attempts must be logged, and all access to information must leave some type of audit trail.[206]
Also, the need-to-know principle needs to be in effect when talking about access control. This principle gives access rights to a person to perform their job functions.[207] This principle is used in the government when dealing with difference clearances.[208] Even though two employees in different departments have a top-secret clearance, they must have a need-to-know in order for information to be exchanged. Within the need-to-know principle, network administrators grant the employee the least amount of privilege to prevent employees from accessing more than what they are supposed to.[209] Need-to-know helps to enforce the confidentiality-integrity-availability triad. Need-to-know directly impacts the confidential area of the triad.[210]
Information security uses cryptography to transform usable information into a form that renders it unusable by anyone other than an authorized user; this process is called encryption.[211] Information that has been encrypted (rendered unusable) can be transformed back into its original usable form by an authorized user who possesses the cryptographic key, through the process of decryption.[212] Cryptography is used in information security to protect information from unauthorized or accidental disclosure while the information is in transit (either electronically or physically) and while information is in storage.[90]
Cryptography provides information security with other useful applications as well, including improved authentication methods, message digests, digital signatures, non-repudiation, and encrypted network communications.[213] Older, less secure applications such as Telnet and File Transfer Protocol (FTP) are slowly being replaced with more secure applications such as Secure Shell (SSH) that use encrypted network communications.[214] Wireless communications can be encrypted using protocols such as WPA/WPA2 or the older (and less secure) WEP. Wired communications (such as ITU‑TG.hn) are secured using AES for encryption and X.1035 for authentication and key exchange.[215] Software applications such as GnuPG or PGP can be used to encrypt data files and email.[216]
Cryptography can introduce security problems when it is not implemented correctly.[217] Cryptographic solutions need to be implemented using industry-accepted solutions that have undergone rigorous peer review by independent experts in cryptography.[218] The length and strength of the encryption key is also an important consideration.[219] A key that is weak or too short will produce weak encryption.[219] The keys used for encryption and decryption must be protected with the same degree of rigor as any other confidential information.[220] They must be protected from unauthorized disclosure and destruction, and they must be available when needed.[221]Public key infrastructure (PKI) solutions address many of the problems that surround key management.[90]
Process
The terms “reasonable and prudent person”, “due care“, and “due diligence” have been used in the fields of finance, securities, and law for many years. In recent years these terms have found their way into the fields of computing and information security.[125] U.S. Federal Sentencing Guidelines now make it possible to hold corporate officers liable for failing to exercise due care and due diligence in the management of their information systems.[222]
In the business world, stockholders, customers, business partners, and governments have the expectation that corporate officers will run the business in accordance with accepted business practices and in compliance with laws and other regulatory requirements. This is often described as the “reasonable and prudent person” rule. A prudent person takes due care to ensure that everything necessary is done to operate the business by sound business principles and in a legal, ethical manner. A prudent person is also diligent (mindful, attentive, ongoing) in their due care of the business.
In the field of information security, Harris[223] offers the following definitions of due care and due diligence:
“Due care are steps that are taken to show that a company has taken responsibility for the activities that take place within the corporation and has taken the necessary steps to help protect the company, its resources, and employees[224].” And, [Due diligence are the] “continual activities that make sure the protection mechanisms are continually maintained and operational.”[225]
Attention should be made to two important points in these definitions.[226][227] First, in due care, steps are taken to show; this means that the steps can be verified, measured, or even produce tangible artifacts.[228][229] Second, in due diligence, there are continual activities; this means that people are actually doing things to monitor and maintain the protection mechanisms, and these activities are ongoing.[230]
Organizations have a responsibility with practicing duty of care when applying information security. The Duty of Care Risk Analysis Standard (DoCRA)[231] provides principles and practices for evaluating risk.[232] It considers all parties that could be affected by those risks.[233] DoCRA helps evaluate safeguards if they are appropriate in protecting others from harm while presenting a reasonable burden.[234] With increased data breach litigation, companies must balance security controls, compliance, and its mission.[235]
Roles, responsibilities, and segregation of duties defined
Addressed and enforced in policy
Adequate resources committed
Staff aware and trained
A development life cycle requirement
Planned, managed, measurable, and measured
Reviewed and audited
Incident response plans
This section needs expansion. You can help by adding to it. (January 2018)
An incident response plan (IRP) is a group of policies that dictate an organizations reaction to a cyber attack. Once an security breach has been identified the plan is initiated.[237] It is important to note that there can be legal implications to a data breach. Knowing local and federal laws is critical.[238] Every plan is unique to the needs of the organization, and it can involve skill sets that are not part of an IT team.[239] For example, a lawyer may be included in the response plan to help navigate legal implications to a data breach.[240]
As mentioned above every plan is unique but most plans will include the following:[241]
Preparation
Good preparation includes the development of an Incident Response Team (IRT).[242] Skills need to be used by this team would be, penetration testing, computer forensics, network security, etc.[243] This team should also keep track of trends in cybersecurity and modern attack strategies.[244] A training program for end users is important as well as most modern attack strategies target users on the network.[241]
Identification
This part of the incident response plan identifies if there was a security event.[245] When an end user reports information or an admin notices irregularities, an investigation is launched. An incident log is a crucial part of this step.[246] All of the members of the team should be updating this log to ensure that information flows as fast as possible.[247] If it has been identified that a security breach has occurred the next step should be activated.[248]
Containment
In this phase, the IRT works to isolate the areas that the breach took place to limit the scope of the security event.[249] During this phase it is important to preserve information forensically so it can be analyzed later in the process.[250] Containment could be as simple as physically containing a server room or as complex as segmenting a network to not allow the spread of a virus.[251]
Eradication
This is where the threat that was identified is removed from the affected systems.[252] This could include using deleting malicious files, terminating compromised accounts, or deleting other components.[253][254] Some events do not require this step, however it is important to fully understand the event before moving to this step.[255] This will help to ensure that the threat is completely removed.[251]
Recovery
This stage is where the systems are restored back to original operation.[256] This stage could include the recovery of data, changing user access information, or updating firewall rules or policies to prevent a breach in the future.[257][258] Without executing this step, the system could still be vulnerable to future security threats.[251]
Lessons Learned
In this step information that has been gathered during this process is used to make future decisions on security.[259] This step is crucial to the ensure that future events are prevented. Using this information to further train admins is critical to the process.[260] This step can also be used to process information that is distributed from other entities who have experienced a security event.[261]
Change management is a formal process for directing and controlling alterations to the information processing environment.[262][263] This includes alterations to desktop computers, the network, servers, and software.[264] The objectives of change management are to reduce the risks posed by changes to the information processing environment and improve the stability and reliability of the processing environment as changes are made.[265] It is not the objective of change management to prevent or hinder necessary changes from being implemented.[266][267]
Any change to the information processing environment introduces an element of risk.[268] Even apparently simple changes can have unexpected effects.[269] One of management’s many responsibilities is the management of risk.[270][271] Change management is a tool for managing the risks introduced by changes to the information processing environment.[272] Part of the change management process ensures that changes are not implemented at inopportune times when they may disrupt critical business processes or interfere with other changes being implemented.[273]
Not every change needs to be managed.[274][275] Some kinds of changes are a part of the everyday routine of information processing and adhere to a predefined procedure, which reduces the overall level of risk to the processing environment.[276] Creating a new user account or deploying a new desktop computer are examples of changes that do not generally require change management.[277] However, relocating user file shares, or upgrading the Email server pose a much higher level of risk to the processing environment and are not a normal everyday activity.[278] The critical first steps in change management are (a) defining change (and communicating that definition) and (b) defining the scope of the change system.[279]
Change management is usually overseen by a change review board composed of representatives from key business areas,[280] security, networking, systems administrators, database administration, application developers, desktop support, and the help desk.[281] The tasks of the change review board can be facilitated with the use of automated work flow application.[282] The responsibility of the change review board is to ensure the organization’s documented change management procedures are followed.[283] The change management process is as follows[284]
Request: Anyone can request a change.[285][286] The person making the change request may or may not be the same person that performs the analysis or implements the change.[287][288] When a request for change is received, it may undergo a preliminary review to determine if the requested change is compatible with the organizations business model and practices, and to determine the amount of resources needed to implement the change.[289]
Approve: Management runs the business and controls the allocation of resources therefore, management must approve requests for changes and assign a priority for every change.[290] Management might choose to reject a change request if the change is not compatible with the business model, industry standards or best practices.[291][292] Management might also choose to reject a change request if the change requires more resources than can be allocated for the change.[293]
Plan: Planning a change involves discovering the scope and impact of the proposed change; analyzing the complexity of the change; allocation of resources and, developing, testing, and documenting both implementation and back-out plans.[294] Need to define the criteria on which a decision to back out will be made.[295]
Test: Every change must be tested in a safe test environment, which closely reflects the actual production environment, before the change is applied to the production environment.[296] The backout plan must also be tested.[297]
Schedule: Part of the change review board’s responsibility is to assist in the scheduling of changes by reviewing the proposed implementation date for potential conflicts with other scheduled changes or critical business activities.[298]
Communicate: Once a change has been scheduled it must be communicated.[299] The communication is to give others the opportunity to remind the change review board about other changes or critical business activities that might have been overlooked when scheduling the change.[300] The communication also serves to make the help desk and users aware that a change is about to occur.[301] Another responsibility of the change review board is to ensure that scheduled changes have been properly communicated to those who will be affected by the change or otherwise have an interest in the change.[302][303]
Implement: At the appointed date and time, the changes must be implemented.[304][305] Part of the planning process was to develop an implementation plan, testing plan and, a back out plan.[306][307] If the implementation of the change should fail or, the post implementation testing fails or, other “drop dead” criteria have been met, the back out plan should be implemented.[308]
Document: All changes must be documented.[309][310] The documentation includes the initial request for change, its approval, the priority assigned to it, the implementation,[311] testing and back out plans, the results of the change review board critique, the date/time the change was implemented,[312] who implemented it, and whether the change was implemented successfully, failed or postponed.[313][314]
Post-change review: The change review board should hold a post-implementation review of changes.[315] It is particularly important to review failed and backed out changes. The review board should try to understand the problems that were encountered, and look for areas for improvement.[315]
Change management procedures that are simple to follow and easy to use can greatly reduce the overall risks created when changes are made to the information processing environment.[316] Good change management procedures improve the overall quality and success of changes as they are implemented.[317] This is accomplished through planning, peer review, documentation, and communication.[318]
ISO/IEC 20000, The Visible OPS Handbook: Implementing ITIL in 4 Practical and Auditable Steps[319] (Full book summary),[320] and ITIL all provide valuable guidance on implementing an efficient and effective change management program information security.[321]
Business continuity
Business continuity management (BCM) concerns arrangements aiming to protect an organization’s critical business functions from interruption due to incidents, or at least minimize the effects.[322][323] BCM is essential to any organization to keep technology and business in line with current threats to the continuation of business as usual.[324] The BCM should be included in an organizations risk analysis plan to ensure that all of the necessary business functions have what they need to keep going in the event of any type of threat to any business function.[325]
It encompasses:
Analysis of requirements, e.g., identifying critical business functions, dependencies and potential failure points, potential threats and hence incidents or risks of concern to the organization;[326][327]
Specification, e.g., maximum tolerable outage periods; recovery point objectives (maximum acceptable periods of data loss);[328]
Architecture and design, e.g., an appropriate combination of approaches including resilience (e.g. engineering IT systems and processes for high availability,[329] avoiding or preventing situations that might interrupt the business), incident and emergency management (e.g., evacuating premises, calling the emergency services, triage/situation[330] assessment and invoking recovery plans), recovery (e.g., rebuilding) and contingency management (generic capabilities to deal positively with whatever occurs using whatever resources are available);[331]
Implementation, e.g., configuring and scheduling backups, data transfers, etc., duplicating and strengthening critical elements; contracting with service and equipment suppliers;
Testing, e.g., business continuity exercises of various types, costs and assurance levels;[332]
Management, e.g., defining strategies, setting objectives and goals; planning and directing the work; allocating funds, people and other resources; prioritization relative to other activities; team building, leadership, control, motivation and coordination with other business functions and activities[333] (e.g., IT, facilities, human resources, risk management, information risk and security, operations); monitoring the situation, checking and updating the arrangements when things change; maturing the approach through continuous improvement, learning and appropriate investment;[citation needed]
Assurance, e.g., testing against specified requirements; measuring, analyzing, and reporting key parameters; conducting additional tests, reviews and audits for greater confidence that the arrangements will go to plan if invoked.[334]
Whereas BCM takes a broad approach to minimizing disaster-related risks by reducing both the probability and the severity of incidents, a disaster recovery plan (DRP) focuses specifically on resuming business operations as quickly as possible after a disaster.[335] A disaster recovery plan, invoked soon after a disaster occurs, lays out the steps necessary to recover critical information and communications technology (ICT) infrastructure.[336] Disaster recovery planning includes establishing a planning group, performing risk assessment, establishing priorities, developing recovery strategies, preparing inventories and documentation of the plan, developing verification criteria and procedure, and lastly implementing the plan.[337]
Laws and regulations
Privacy International 2007 privacy ranking green: Protections and safeguards red: Endemic surveillance societies
Below is a partial listing of governmental laws and regulations in various parts of the world that have, had, or will have, a significant effect on data processing and information security.[338][339] Important industry sector regulations have also been included when they have a significant impact on information security.[338]
The UK Data Protection Act 1998 makes new provisions for the regulation of the processing of information relating to individuals, including the obtaining, holding, use or disclosure of such information.[340][341] The European Union Data Protection Directive (EUDPD) requires that all E.U. members adopt national regulations to standardize the protection of data privacy for citizens throughout the E.U.[342][343]
The Computer Misuse Act 1990 is an Act of the U.K. Parliament making computer crime (e.g., hacking) a criminal offense.[344] The act has become a model upon which several other countries,[345] including Canada and the Republic of Ireland, have drawn inspiration from when subsequently drafting their own information security laws.[346][347]
The E.U.’s Data Retention Directive (annulled) required internet service providers and phone companies to keep data on every electronic message sent and phone call made for between six months and two years.[348]
The Family Educational Rights and Privacy Act (FERPA) (20 U.S.C.§ 1232 g; 34 CFR Part 99) is a U.S. Federal law that protects the privacy of student education records.[349] The law applies to all schools that receive funds under an applicable program of the U.S. Department of Education.[350] Generally, schools must have written permission from the parent or eligible student[350][351] in order to release any information from a student’s education record.[352]
The Federal Financial Institutions Examination Council’s (FFIEC) security guidelines for auditors specifies requirements for online banking security.[353]
The Health Insurance Portability and Accountability Act (HIPAA) of 1996 requires the adoption of national standards for electronic health care transactions and national identifiers for providers, health insurance plans, and employers.[354] Additionally, it requires health care providers, insurance providers and employers to safeguard the security and privacy of health data.[355]
The Gramm–Leach–Bliley Act of 1999 (GLBA), also known as the Financial Services Modernization Act of 1999, protects the privacy and security of private financial information that financial institutions collect, hold, and process.[356]
Section 404 of the Sarbanes–Oxley Act of 2002 (SOX) requires publicly traded companies to assess the effectiveness of their internal controls for financial reporting in annual reports they submit at the end of each fiscal year.[357] Chief information officers are responsible for the security, accuracy, and the reliability of the systems that manage and report the financial data.[358] The act also requires publicly traded companies to engage with independent auditors who must attest to, and report on, the validity of their assessments.[359]
State security breach notification laws (California and many others) require businesses, nonprofits, and state institutions to notify consumers when unencrypted “personal information” may have been compromised, lost, or stolen.[364]
The Personal Information Protection and Electronics Document Act (PIPEDA) of Canada supports and promotes electronic commerce by protecting personal information that is collected, used or disclosed in certain circumstances,[365][366] by providing for the use of electronic means to communicate or record information or transactions and by amending the Canada Evidence Act, the Statutory Instruments Act and the Statute Revision Act.[367][368][369]
Greece’s Hellenic Authority for Communication Security and Privacy (ADAE) (Law 165/2011) establishes and describes the minimum information security controls that should be deployed by every company which provides electronic communication networks and/or services in Greece in order to protect customers’ confidentiality.[370] These include both managerial and technical controls (e.g., log records should be stored for two years).[371]
Greece’s Hellenic Authority for Communication Security and Privacy (ADAE) (Law 205/2013) concentrates around the protection of the integrity and availability of the services and data offered by Greek telecommunication companies.[372] The law forces these and other related companies to build, deploy, and test appropriate business continuity plans and redundant infrastructures.[373]
Information security culture
Describing more than simply how security aware employees are, information security culture is the ideas, customs, and social behaviors of an organization that impact information security in both positive and negative ways.[374] Cultural concepts can help different segments of the organization work effectively or work against effectiveness towards information security within an organization. The way employees think and feel about security and the actions they take can have a big impact on information security in organizations. Roer & Petric (2017) identify seven core dimensions of information security culture in organizations:[375]
Attitudes: Employees’ feelings and emotions about the various activities that pertain to the organizational security of information.[376]
Behaviors: Actual or intended activities and risk-taking actions of employees that have direct or indirect impact on information security.
Cognition: Employees’ awareness, verifiable knowledge, and beliefs regarding practices, activities, and self-efficacy relation that are related to information security.
Communication: Ways employees communicate with each other, sense of belonging, support for security issues, and incident reporting.
Compliance: Adherence to organizational security policies, awareness of the existence of such policies and the ability to recall the substance of such policies.
Norms: Perceptions of security-related organizational conduct and practices that are informally deemed either normal or deviant by employees and their peers, e.g. hidden expectations regarding security behaviors and unwritten rules regarding uses of information-communication technologies.
Responsibilities: Employees’ understanding of the roles and responsibilities they have as a critical factor in sustaining or endangering the security of information, and thereby the organization.
Andersson and Reimers (2014) found that employees often do not see themselves as part of the organization Information Security “effort” and often take actions that ignore organizational information security best interests.[377] Research shows information security culture needs to be improved continuously. In Information Security Culture from Analysis to Change, authors commented, “It’s a never ending process, a cycle of evaluation and change or maintenance.” To manage the information security culture, five steps should be taken: pre-evaluation, strategic planning, operative planning, implementation, and post-evaluation.[378]
Pre-Evaluation: to identify the awareness of information security within employees and to analyze current security policy
Strategic Planning: to come up a better awareness-program, we need to set clear targets. Clustering people is helpful to achieve it
Operative Planning: create a good security culture based on internal communication, management buy-in, security awareness, and training programs
Implementation: should feature commitment of management, communication with organizational members, courses for all organizational members, and commitment of the employees[378]
Post-evaluation: to better gauge the effectiveness of the prior steps and build on continuous improvement
The International Organization for Standardization (ISO) is a consortium of national standards institutes from 157 countries, coordinated through a secretariat in Geneva, Switzerland. ISO is the world’s largest developer of standards. ISO 15443: “Information technology – Security techniques – A framework for IT security assurance”, ISO/IEC 27002: “Information technology – Security techniques – Code of practice for information security management”, ISO-20000: “Information technology – Service management”, and ISO/IEC 27001: “Information technology – Security techniques – Information security management systems – Requirements” are of particular interest to information security professionals.
The US National Institute of Standards and Technology (NIST) is a non-regulatory federal agency within the U.S. Department of Commerce. The NIST Computer Security Division develops standards, metrics, tests, and validation programs as well as publishes standards and guidelines to increase secure IT planning, implementation, management, and operation. NIST is also the custodian of the U.S. Federal Information Processing Standard publications (FIPS).
The Internet Society is a professional membership society with more than 100 organizations and over 20,000 individual members in over 180 countries. It provides leadership in addressing issues that confront the future of the internet, and it is the organizational home for the groups responsible for internet infrastructure standards, including the Internet Engineering Task Force (IETF) and the Internet Architecture Board (IAB). The ISOC hosts the Requests for Comments (RFCs) which includes the Official Internet Protocol Standards and the RFC-2196 Site Security Handbook.
The Information Security Forum (ISF) is a global nonprofit organization of several hundred leading organizations in financial services, manufacturing, telecommunications, consumer goods, government, and other areas. It undertakes research into information security practices and offers advice in its biannual Standard of Good Practice and more detailed advisories for members.
The Institute of Information Security Professionals (IISP) is an independent, non-profit body governed by its members, with the principal objective of advancing the professionalism of information security practitioners and thereby the professionalism of the industry as a whole. The institute developed the IISP Skills Framework. This framework describes the range of competencies expected of information security and information assurance professionals in the effective performance of their roles. It was developed through collaboration between both private and public sector organizations, world-renowned academics, and security leaders.[379]
The German Federal Office for Information Security (in German Bundesamt für Sicherheit in der Informationstechnik (BSI)) BSI-Standards 100–1 to 100-4 are a set of recommendations including “methods, processes, procedures, approaches and measures relating to information security”.[380] The BSI-Standard 100-2 IT-Grundschutz Methodology describes how information security management can be implemented and operated. The standard includes a very specific guide, the IT Baseline Protection Catalogs (also known as IT-Grundschutz Catalogs). Before 2005, the catalogs were formerly known as “IT Baseline Protection Manual”. The Catalogs are a collection of documents useful for detecting and combating security-relevant weak points in the IT environment (IT cluster). The collection encompasses as of September 2013 over 4,400 pages with the introduction and catalogs. The IT-Grundschutz approach is aligned with to the ISO/IEC 2700x family.
Blockchain is a distributed ledger technology that is revolutionizing the way we conduct transactions, protect our identity, and preserve our privacy. By providing a secure and transparent platform for recording and verifying transactions, blockchain is fortifying the traditional finance system and unlocking new opportunities for innovation and growth. With its decentralized and immutable nature, blockchain is also empowering individuals to take control of their personal data and protect it from unauthorized access and exploitation. Whether you are a business owner, investor, or consumer, blockchain is a technology that you cannot afford to ignore in today's digital age.
Blockchain and AI are revolutionizing the way we perceive identity. With virtual identity tokenization, individuals can take ownership of their digital self and protect their data. The impact of this technology is inevitable, and it will change the way we interact with the digital world forever.
The anime classic Ghost in the Shell has been praised for its exploration of transhumanist themes, questioning what it means to be human in a world where artificial intelligence is advancing rapidly. The central question of the film is whether AI is just a shell, or if it is capable of developing true consciousness and emotions.
As our lives become more intertwined with technology, the concept of virtual identity has become increasingly important. From social media profiles to online banking accounts, our virtual identities can have a significant impact on our lives. However, with the rise of AI and other advanced technologies, questions about the ethics of virtual identity are becoming more complex. In this article, we will explore the different systems and technologies that make up virtual identity, as well as the ethical considerations that must be taken into account when developing these systems.
As technology continues to advance, our lives are becoming increasingly intertwined with virtual spaces. From social media platforms to online gaming communities, virtual identities have become an integral part of our daily lives. In these virtual spaces, we have the opportunity to express ourselves, interact with others, and explore new identities. However, as we spend more time in these virtual spaces, it is important that we understand the systems, behaviours, and ethics related to virtual identities.
Virtual Identity and Digital Integrity In today’s digital age, virtual identity has become an integral part of our online existence. It is the representation of who we are in the digital world, and it plays a significant role in our interactions with the online community. However, the growing concern of identity theft and data breaches highlights the need for a secure and reliable system to manage virtual identity. Blockchain technology has emerged as a potential solution to these challenges, offering a secure and decentralized platform for identity management. In this article, we will explore the role of blockchain in virtual identity and its impact on digital integrity. Understanding the Blockchain Technology Blockchain technology is a distributed ledger that provides a secure and transparent system for recording transactions. It is a decentralized system that operates on a peer-to-peer network, eliminating the need for a central authority to govern the transactions. Each block in the chain is linked to the previous block, creating an unalterable record of all the transactions. The security of the blockchain lies in its consensus mechanism, which ensures that all network participants agree on the validity of each transaction. The Role of Blockchain in Identity Management Blockchain technology offers a secure and decentralized platform for identity management, enabling individuals to have greater control over their personal data. Instead of relying on central authorities to manage identity, blockchain allows individuals to create and manage their own digital identities. This eliminates the need for third-party authentication, providing a more secure and efficient system for identity verification. Safeguarding Personal Data with Blockchain Blockchain technology provides a secure platform for storing and sharing personal data. The decentralization of the blockchain ensures that there is no single point of failure, making it difficult for hackers to breach the system. The use of encryption algorithms further enhances the security of the data, ensuring that only authorized individuals can access it. The Benefits of Blockchain for Digital Integrity Blockchain technology has the potential to revolutionize the way we manage digital identities, offering several benefits for digital integrity. Firstly, it provides a secure and decentralized platform for identity management, eliminating the need for third-party authentication. Secondly, it ensures the security of personal data, safeguarding against data breaches and identity theft. Thirdly, it provides greater transparency and accountability, enabling individuals to have greater control over their data. Blockchain and Biometric Authentication Blockchain technology can also be used for biometric authentication, providing an additional layer of security for identity management. Biometric authentication uses unique biological characteristics such as fingerprints and facial recognition to verify identity. By combining biometric authentication with blockchain, we can create a more secure and efficient system for identity verification. The Future of Digital Identity with Blockchain The future of digital identity is closely linked to the development of blockchain technology. With the increasing use of blockchain in identity management, we can expect to see a more secure and efficient system for managing virtual identity. The use of biometric authentication and encryption algorithms will further enhance the security of the system, providing a reliable platform for managing personal data. Overcoming the Challenges of Blockchain Implementation The implementation of blockchain technology presents several challenges, including scalability, interoperability and regulatory issues. Scalability is a major challenge for blockchain, as the system needs to be able to handle a large number of transactions. Interoperability is also a challenge, as different blockchain networks may not be compatible with each other. Regulatory issues also need to be addressed, as the use of blockchain in identity management raises several legal and ethical concerns. Regulatory Frameworks for Blockchain and Virtual Identity Regulatory frameworks for blockchain and virtual identity are still in the early stages of development. However, several initiatives have been launched to address the legal and ethical issues surrounding blockchain technology. The EU’s General Data Protection Regulation (GDPR) and the US’s National Institute of Standards and Technology (NIST) are two examples of regulatory frameworks that aim to promote the responsible use of blockchain in identity management. Use Cases of Blockchain in Virtual Identity Blockchain technology has several use cases in virtual identity, including digital identity management, biometric authentication, and secure data storage. The use of blockchain in virtual identity can also be extended to other applications, such as healthcare, finance, and e-commerce. Conclusion: The Path Towards Digital Integrity Blockchain technology has the potential to transform the way we manage virtual identity and promote digital integrity. By providing a secure and decentralized platform for identity management, blockchain can eliminate the need for third-party authentication, safeguard personal data, and enhance transparency and accountability. While there are still challenges to overcome, the future of digital identity looks promising with the use of blockchain technology. References and Further Reading
04 Feb’23 | By Amit Ghosh As the country pushes its sustainability agenda, the use of new technology deserves a closer look in order to make a difference in this cause When we examine blockchain’s role in environmental, social, and governance (ESG) policies and markets around the world, we can see how technology is already changing ESG markets. If more Indian companies adopt blockchain as part of their sustainability practises and policies, we will be one step closer to realising the ambitious goals that the country and the world have set for themselves As the world moves towards a greener future, it is imperative for businesses to build and lead with sustainable practices. India, one of the most populous countries in the world, has a tremendous stake in the global responsibility towards building a more sustainable world. The responsibility is especially magnified given the country’s reputation as a major economic powerhouse that ranks among the world’s largest energy-consuming countries. Link