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Traffic analysis is the process of intercepting and examining messages in order to deduce information from patterns in communication . It can be performed even when the messages are encrypted . In general, the greater the number of messages observed, the greater information be inferred. Traffic analysis can be performed in the context of military intelligence , counter-intelligence , or pattern-of-life analysis , and is also a concern in computer security .

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73-576: Searchwater was a maritime surveillance radar developed by Thorn EMI under project P1149. This type of radar has been in service with the Royal Air Force Hawker Siddeley Nimrod aboard the MR2 variant since the 1970s. The retirement of the Royal Navy's fleet carriers in 1978 meant that the airborne early warning (AEW) capable Fairey Gannet was also withdrawn from service. During

146-561: A $ 350 million grant towards the development of the Domain Awareness System , which is an interconnected system of sensors including 18,000 CCTV cameras used for continual surveillance of the city by both police officers and artificial intelligence systems . In the United Kingdom , the vast majority of video surveillance cameras are not operated by government bodies, but by private individuals or companies, especially to monitor

219-554: A bank machine, payment by credit card, use of a phone card, call from home, checked out library book, rented video, or otherwise complete recorded transaction generates an electronic record. Public records—such as birth, court, tax and other records—are increasingly being digitized and made available online. In addition, due to laws like CALEA , web traffic and online purchases are also available for profiling. Electronic record-keeping makes data easily collectable, storable, and accessible—so that high-volume, efficient aggregation and analysis

292-705: A centralized database and monitoring station, which will, upon completion of the project, contain a picture of the face of every person in China: over 1.3 billion people. Lin Jiang Huai, the head of China's "Information Security Technology" office (which is in charge of the project), credits the surveillance systems in the United States and the U.K. as the inspiration for what he is doing with the Golden Shield Project. The Defense Advanced Research Projects Agency (DARPA)

365-443: A client's network traffic within the dark web. It is difficult to defeat traffic analysis without both encrypting messages and masking the channel. When no actual messages are being sent, the channel can be masked by sending dummy traffic, similar to the encrypted traffic, thereby keeping bandwidth usage constant. "It is very hard to hide information about the size or timing of messages. The known solutions require Alice to send

438-471: A common belief that monitoring can increase productivity, it can also create consequences such as increasing chances of deviant behavior and creating punishments that are not equitable to their actions. Additionally, monitoring can cause resistance and backlash because it insinuates an employer's suspicion and lack of trust. Data mining is the application of statistical techniques and programmatic algorithms to discover previously unnoticed relationships within

511-450: A complex mathematical algorithm that is unique to an individual phone, and is inaccessible to Apple. The encryption feature on the iPhone 6 has drawn criticism from FBI director James B. Comey and other law enforcement officials since even lawful requests to access user content on the iPhone 6 will result in Apple supplying "gibberish" data that requires law enforcement personnel to either break

584-460: A continuous stream of messages at the maximum bandwidth she will ever use...This might be acceptable for military applications, but it is not for most civilian applications." The military-versus-civilian problems applies in situations where the user is charged for the volume of information sent. Even for Internet access, where there is not a per-packet charge, ISPs make statistical assumption that connections from user sites will not be busy 100% of

657-677: A database known as " Pinwale ", which stores and indexes large numbers of emails of both American citizens and foreigners. Additionally, the NSA runs a program known as PRISM , which is a data mining system that gives the United States government direct access to information from technology companies . Through accessing this information, the government is able to obtain search history, emails, stored information, live chats, file transfers, and more. This program generated huge controversies in regards to surveillance and privacy, especially from U.S. citizens. The official and unofficial tapping of telephone lines

730-499: A distance by means of electronic equipment, such as closed-circuit television (CCTV), or interception of electronically transmitted information like Internet traffic . Increasingly, governments may also obtain consumer data through the purchase of online information, effectively expanding surveillance capabilities through commercially available digital records. It can also include simple technical methods, such as human intelligence gathering and postal interception . Surveillance

803-411: A form of surveillance. A byproduct of surveillance is that it can unjustifiably violate people's privacy and is often criticized by civil liberties activists. Democracies may have laws that seek to restrict governmental and private use of surveillance, whereas authoritarian governments seldom have any domestic restrictions. Espionage is by definition covert and typically illegal according to

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876-413: A mobile phone (and thus the person carrying it) can be determined easily even when the phone is not being used, using a technique known as multilateration to calculate the differences in time for a signal to travel from the cell phone to each of several cell towers near the owner of the phone. The legality of such techniques has been questioned in the United States, in particular whether a court warrant

949-549: A much better and complete picture. Traffic analysis is also a concern in computer security . An attacker can gain important information by monitoring the frequency and timing of network packets. A timing attack on the SSH protocol can use timing information to deduce information about passwords since, during interactive session, SSH transmits each keystroke as a message. The time between keystroke messages can be studied using hidden Markov models . Song, et al. claim that it can recover

1022-413: A person's emotional state based on an analysis of their facial expressions, how fast they are talking, the tone and pitch of their voice, their posture, and other behavioral traits. This might be used for instance to see if a person's behavior is suspect (looking around furtively, "tense" or "angry" facial expressions, waving arms, etc.). A more recent development is DNA profiling , which looks at some of

1095-598: A person's facial features to accurately identify them, usually from surveillance video. Both the Department of Homeland Security and DARPA are heavily funding research into facial recognition systems. The Information Processing Technology Office ran a program known as Human Identification at a Distance which developed technologies that are capable of identifying a person at up to 500 ft (150 m) by their facial features. Another form of behavioral biometrics, based on affective computing , involves computers recognizing

1168-666: A searchable database , and by video analysis software (such as VIRAT and HumanID ). The amount of footage is also drastically reduced by motion sensors which record only when motion is detected. With cheaper production techniques, surveillance cameras are simple and inexpensive enough to be used in home security systems, and for everyday surveillance. Video cameras are one of the most common methods of surveillance. As of 2016, there are about 350 million surveillance cameras worldwide. About 65% of these cameras are installed in Asia. The growth of CCTV has been slowing in recent years. In 2018, China

1241-401: Is a technology that measures and analyzes human physical and/or behavioral characteristics for authentication, identification, or screening purposes. Examples of physical characteristics include fingerprints, DNA, and facial patterns. Examples of mostly behavioral characteristics include gait (a person's manner of walking) or voice. Facial recognition is the use of the unique configuration of

1314-449: Is a term in communications intelligence (COMINT) referring to the concept of producing intelligence by analyzing only the technical metadata , hence, is a great practical example for traffic analysis in intelligence. While traditionally information gathering in COMINT is derived from intercepting transmissions, tapping the target's communications and monitoring the content of conversations,

1387-478: Is able to install software, such as the FBI's Magic Lantern and CIPAV , on a computer system, they can easily gain unauthorized access to this data. Such software could be installed physically or remotely. Another form of computer surveillance, known as van Eck phreaking , involves reading electromagnetic emanations from computing devices in order to extract data from them at distances of hundreds of meters. The NSA runs

1460-590: Is an example of such a network. One common form of surveillance is to create maps of social networks based on data from social networking sites such as Facebook , MySpace , Twitter as well as from traffic analysis information from phone call records such as those in the NSA call database , and others. These social network "maps" are then data mined to extract useful information such as personal interests, friendships & affiliations, wants, beliefs, thoughts, and activities. Many U.S. government agencies such as

1533-623: Is far too much data on the Internet for human investigators to manually search through all of it. Therefore, automated Internet surveillance computers sift through the vast amount of intercepted Internet traffic to identify and report to human investigators the traffic that is considered interesting or suspicious. This process is regulated by targeting certain "trigger" words or phrases, visiting certain types of web sites, or communicating via email or online chat with suspicious individuals or groups. Billions of dollars per year are spent by agencies, such as

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1606-544: Is funding a research project called Combat Zones That See that will link up cameras across a city to a centralized monitoring station, identify and track individuals and vehicles as they move through the city, and report "suspicious" activity (such as waving arms, looking side-to-side, standing in a group, etc.). At Super Bowl XXXV in January 2001, police in Tampa, Florida, used Identix's facial recognition software, FaceIt, to scan

1679-405: Is installing automated facial recognition and license plate recognition devices in its squad cars, and providing handheld face scanners, which officers will use to identify people while on patrol. Facial thermographs are in development, which allow machines to identify certain emotions in people such as fear or stress, by measuring the temperature generated by blood flow to different parts of

1752-487: Is possible at significantly lower costs. Traffic analysis Traffic analysis tasks may be supported by dedicated computer software programs. Advanced traffic analysis techniques which may include various forms of social network analysis . Traffic analysis has historically been a vital technique in cryptanalysis , especially when the attempted crack depends on successfully seeding a known-plaintext attack , which often requires an inspired guess based on how specific

1825-404: Is required. Records for one carrier alone (Sprint), showed that in a given year federal law enforcement agencies requested customer location data 8 million times. In response to customers' privacy concerns in the post Edward Snowden era, Apple's iPhone 6 has been designed to disrupt investigative wiretapping efforts. The phone encrypts e-mails, contacts, and photos with a code generated by

1898-399: Is the monitoring of a person or group's behavior by a corporation. The data collected is most often used for marketing purposes or sold to other corporations, but is also regularly shared with government agencies. It can be used as a form of business intelligence , which enables the corporation to better tailor their products and/or services to be desirable by their customers. Although there is

1971-413: Is the use of measures that conceal the presence and properties of valid messages on a network to prevent traffic analysis. This can be done by operational procedures or by the protection resulting from features inherent in some cryptographic equipment. Techniques used include: Traffic-flow security is one aspect of communications security . The Communications' Metadata Intelligence , or COMINT metadata

2044-558: Is used by citizens, for instance for protecting their neighborhoods. It is widely used by governments for intelligence gathering, including espionage, prevention of crime, the protection of a process, person, group or object, or the investigation of crime. It is also used by criminal organizations to plan and commit crimes, and by businesses to gather intelligence on criminals, their competitors, suppliers or customers. Religious organizations charged with detecting heresy and heterodoxy may also carry out surveillance. Auditors carry out

2117-661: Is widespread. In the United States for instance, the Communications Assistance for Law Enforcement Act (CALEA) requires that all telephone and VoIP communications be available for real-time wiretapping by Federal law enforcement and intelligence agencies. Two major telecommunications companies in the U.S.— AT&T Inc. and Verizon —have contracts with the FBI, requiring them to keep their phone call records easily searchable and accessible for Federal agencies, in return for $ 1.8 million per year. Between 2003 and 2005,

2190-522: Is working on plans to build up a fleet of surveillance UAVs ranging from micro-aerial vehicles to full-size drones , to be used by police forces throughout the U.K. In addition to their surveillance capabilities, MAVs are capable of carrying tasers for " crowd control ", or weapons for killing enemy combatants. Programs such as the Heterogeneous Aerial Reconnaissance Team program developed by DARPA have automated much of

2263-701: The Defense Advanced Research Projects Agency (DARPA), the National Security Agency (NSA), and the Department of Homeland Security (DHS) are investing heavily in research involving social network analysis. The intelligence community believes that the biggest threat to U.S. power comes from decentralized, leaderless, geographically dispersed groups of terrorists , subversives , extremists , and dissidents . These types of threats are most easily countered by finding important nodes in

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2336-459: The Falklands War , a number of warships were lost due to the lack of an indigenous AEW presence. Consequently, a greatly accelerated project was started to equip Westland Sea King helicopters with a slightly modified version of the system known as Searchwater LAST (Low Altitude Surveillance Task). The radome was mounted in a distinctive inverted cupola on a swivel arm attached to the right side of

2409-580: The Information Awareness Office , or companies such as Verint , and Narus , which search for certain words or phrases, to decide whether to dedicate a human agent to the call. Law enforcement and intelligence services in the United Kingdom and the United States possess technology to activate the microphones in cell phones remotely, by accessing phones' diagnostic or maintenance features in order to listen to conversations that take place near

2482-563: The NSA has been taking advantage of this ambiguity in the law by collecting metadata on "at least hundreds of millions" of "incidental" targets from around the world. The NSA uses an analytic tool known as CO-TRAVELER in order to track people whose movements intersect and to find any hidden connections with persons of interest. The Snowden leaks have also revealed that the British Government Communications Headquarters (GCHQ) can access information collected by

2555-455: The NSA , the FBI and the now-defunct Information Awareness Office , to develop, purchase, implement, and operate systems such as Carnivore , NarusInsight , and ECHELON to intercept and analyze all of this data to extract only the information which is useful to law enforcement and intelligence agencies. Computers can be a surveillance target because of the personal data stored on them. If someone

2628-461: The NSA call database , and extract "communities of interest"—groups of people who call each other regularly, or groups that regularly visit certain sites on the Internet. AT&T originally built the system to develop "marketing leads", but the FBI has regularly requested such information from phone companies such as AT&T without a warrant, and, after using the data, stores all information received in its own databases, regardless of whether or not

2701-611: The 1950s. The United States Department of Homeland Security is in the process of testing UAVs to patrol the skies over the United States for the purposes of critical infrastructure protection , border patrol, " transit monitoring ", and general surveillance of the U.S. population. Miami-Dade police department ran tests with a vertical take-off and landing UAV from Honeywell , which is planned to be used in SWAT operations. Houston's police department has been testing fixed-wing UAVs for use in "traffic control". The United Kingdom , as well,

2774-478: The FBI sent out more than 140,000 " National Security Letters " ordering phone companies to hand over information about their customers' calling and Internet histories. About half of these letters requested information on U.S. citizens. Human agents are not required to monitor most calls. Speech-to-text software creates machine-readable text from intercepted audio, which is then processed by automated call-analysis programs, such as those developed by agencies such as

2847-486: The Metropolitan Police Department, so they could perform "day-to-day monitoring". The development of centralized networks of CCTV cameras watching public areas—linked to computer databases of people's pictures and identity ( biometric data), able to track people's movements throughout the city, and identify whom they have been with—has been argued by some to present a risk to civil liberties . Trapwire

2920-706: The NSA on American citizens. Once the data has been collected, the GCHQ can hold on to it for up to two years. The deadline can be extended with the permission of a "senior UK official". Surveillance cameras, or security cameras, are video cameras used for the purpose of observing an area. They are often connected to a recording device or IP network , and may be watched by a security guard or law enforcement officer . Cameras and recording equipment used to be relatively expensive and required human personnel to monitor camera footage, but analysis of footage has been made easier by automated software that organizes digital video footage into

2993-581: The UK at 4.2 million (of which 500,000 were in Greater London ). More reliable estimates put the number of private and local government operated cameras in the United Kingdom at around 1.85 million in 2011. In the Netherlands, one example city where there are cameras is The Hague. There, cameras are placed in city districts in which the most illegal activity is concentrated. Examples are the red-light districts and

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3066-412: The aerial surveillance process. They have developed systems consisting of large teams drone planes that pilot themselves, automatically decide who is "suspicious" and how to go about monitoring them, coordinate their activities with other drones nearby, and notify human operators if something suspicious is occurring. This greatly increases the amount of area that can be continuously monitored, while reducing

3139-424: The anonymous streams. This reduces the anonymity provided by Tor. They have shown that otherwise unrelated streams can be linked back to the same initiator. Remailer systems can also be attacked via traffic analysis. If a message is observed going to a remailing server, and an identical-length (if now anonymized) message is seen exiting the server soon after, a traffic analyst may be able to (automatically) connect

3212-459: The city of Chicago , Illinois, recently used a $ 5.1 million Homeland Security grant to install an additional 250 surveillance cameras, and connect them to a centralized monitoring center, along with its preexisting network of over 2000 cameras, in a program known as Operation Virtual Shield . Speaking in 2009, Chicago Mayor Richard Daley announced that Chicago would have a surveillance camera on every street corner by 2016. New York City received

3285-575: The code themselves or to get the code from the phone's owner. Because the Snowden leaks demonstrated that American agencies can access phones anywhere in the world, privacy concerns in countries with growing markets for smart phones have intensified, providing a strong incentive for companies like Apple to address those concerns in order to secure their position in the global market. Apple has made several moves to emphasize their concern for privacy, in order to appeal to more consumers. In 2011, Apple stopped

3358-421: The context of automatic decision-making. Aerial surveillance is the gathering of surveillance, usually visual imagery or video, from an airborne vehicle—such as an unmanned aerial vehicle , helicopter , or spy plane . Military surveillance aircraft use a range of sensors (e.g. radar) to monitor the battlefield. Digital imaging technology, miniaturized computers, and numerous other technological advances over

3431-465: The crowd for potential criminals and terrorists in attendance at the event (it found 19 people with pending arrest warrants). Governments often initially claim that cameras are meant to be used for traffic control , but many of them end up using them for general surveillance. For example, Washington, D.C. had 5,000 "traffic" cameras installed under this premise, and then after they were all in place, networked them all together and then granted access to

3504-599: The data. Data profiling in this context is the process of assembling information about a particular individual or group in order to generate a profile — that is, a picture of their patterns and behavior. Data profiling can be an extremely powerful tool for psychological and social network analysis . A skilled analyst can discover facts about a person that they might not even be consciously aware of themselves. Economic (such as credit card purchases) and social (such as telephone calls and emails) transactions in modern society create large amounts of stored data and records. In

3577-442: The emitter is locatable, the change of locations from one point to another can be deduced, without listening to any orders or reports. If one unit reports back to a command on a certain pattern, and another unit reports on the same pattern to the same command, the two units are probably related. That conclusion is based on the metadata of the two units' transmissions, not on the content of their transmissions. Using all or as much of

3650-942: The face. Law enforcement officers believe that this has potential for them to identify when a suspect is nervous, which might indicate that they are hiding something, lying, or worried about something. In his paper in Ethics and Information Technology , Avi Marciano maps the harms caused by biometric surveillance, traces their theoretical origins, and brings these harms together in one integrative framework to elucidate their cumulative power. Marciano proposes four types of harms: Unauthorized use of bodily information, denial or limitation of access to physical spaces, bodily social sorting, and symbolic ineligibility through construction of marginality and otherness. Biometrics' social power, according to Marciano, derives from three main features: their complexity as "enigmatic technologies", their objective-scientific image, and their increasing agency, particularly in

3723-416: The fuselage just aft of the main door. This arm allowed the helicopter to lower the radar below the fuselage in flight and to raise it for landing. Searchwater was retired from service when the last of the Royal Navy's airborne early warning Sea King helicopters were taken out of service in 2018. The Searchwater system was subsequently replaced in the Royal Navy by the new Crowsnest system . Searchwater radar

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3796-513: The information was ever useful in an investigation. Some people believe that the use of social networking sites is a form of "participatory surveillance", where users of these sites are essentially performing surveillance on themselves, putting detailed personal information on public websites where it can be viewed by corporations and governments. In 2008, about 20% of employers reported using social networking sites to collect personal data on prospective or current employees. Biometric surveillance

3869-437: The intentions and actions of the target. Representative patterns include: There is a close relationship between traffic analysis and cryptanalysis (commonly called codebreaking ). Callsigns and addresses are frequently encrypted , requiring assistance in identifying them. Traffic volume can often be a sign of an addressee's importance, giving hints to pending objectives or movements to cryptanalysts. Traffic-flow security

3942-421: The interiors of shops and businesses. According to 2011 Freedom of Information Act requests, the total number of local government operated CCTV cameras was around 52,000 over the entirety of the UK. The prevalence of video surveillance in the UK is often overstated due to unreliable estimates being requoted; for example one report in 2002 extrapolated from a very small sample to estimate the number of cameras in

4015-448: The major markers in the body's DNA to produce a match. The FBI is spending $ 1 billion to build a new biometric database, which will store DNA, facial recognition data, iris/retina (eye) data, fingerprints, palm prints, and other biometric data of people living in the United States. The computers running the database are contained in an underground facility about the size of two American football fields . The Los Angeles Police Department

4088-458: The metadata available is commonly used to build up an Electronic Order of Battle (EOB) by mapping different entities in the battlefield and their connections. Of course, the EOB could be built by tapping all the conversations and trying to understand, which unit is where, but using the metadata with an automatic analysis tool enables a much faster and accurate EOB build-up, which, alongside tapping, builds

4161-405: The metadata intelligence is not based on content but on technical communicational data. Non-content COMINT is usually used to deduce information about the user of a certain transmitter, such as locations, contacts, activity volume, routine and its exceptions. For example, if an emitter is known as the radio transmitter of a certain unit, and by using direction finding (DF) tools, the position of

4234-670: The network, and removing them. To do this requires a detailed map of the network. Jason Ethier of Northeastern University, in his study of modern social network analysis, said the following of the Scalable Social Network Analysis Program developed by the Information Awareness Office : The purpose of the SSNA algorithms program is to extend techniques of social network analysis to assist with distinguishing potential terrorist cells from legitimate groups of people.... In order to be successful SSNA will require information on

4307-434: The number of human operators required. Thus a swarm of automated, self-directing drones can automatically patrol a city and track suspicious individuals, reporting their activities back to a centralized monitoring station. In addition, researchers also investigate possibilities of autonomous surveillance by large groups of micro aerial vehicles stabilized by decentralized bio-inspired swarming rules. Corporate surveillance

4380-428: The operational context might likely influence what an adversary communicates, which may be sufficient to establish a short crib. Traffic analysis method can be used to break the anonymity of anonymous networks, e.g., TORs . There are two methods of traffic-analysis attack, passive and active. In a military context, traffic analysis is a basic part of signals intelligence , and can be a source of information about

4453-545: The password fifty times faster than a brute force attack . Onion routing systems are used to gain anonymity. Traffic analysis can be used to attack anonymous communication systems like the Tor anonymity network . Adam Back, Ulf Möeller and Anton Stiglic present traffic analysis attacks against anonymity providing systems. Steven J. Murdoch and George Danezis from University of Cambridge presented research showing that traffic-analysis allows adversaries to infer which nodes relay

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4526-466: The past decade have contributed to rapid advances in aerial surveillance hardware such as micro-aerial vehicles , forward-looking infrared , and high-resolution imagery capable of identifying objects at extremely long distances. For instance, the MQ-9 Reaper , a U.S. drone plane used for domestic operations by the Department of Homeland Security , carries cameras that are capable of identifying an object

4599-402: The past, this data was documented in paper records, leaving a " paper trail ", or was simply not documented at all. Correlation of paper-based records was a laborious process—it required human intelligence operators to manually dig through documents, which was time-consuming and incomplete, at best. But today many of these records are electronic, resulting in an " electronic trail ". Every use of

4672-403: The person who holds the phone. The StingRay tracker is an example of one of these tools used to monitor cell phone usage in the United States and the United Kingdom. Originally developed for counterterrorism purposes by the military, they work by broadcasting powerful signals that cause nearby cell phones to transmit their IMSI number , just as they would to normal cell phone towers. Once

4745-560: The phone is connected to the device, there is no way for the user to know that they are being tracked. The operator of the stingray is able to extract information such as location, phone calls, and text messages, but it is widely believed that the capabilities of the StingRay extend much further. A lot of controversy surrounds the StingRay because of its powerful capabilities and the secrecy that surrounds it. Mobile phones are also commonly used to collect location data. The geographical location of

4818-772: The rules of the observed party, whereas most types of surveillance are overt and are considered legal or legitimate by state authorities. International espionage seems to be common among all types of countries. The vast majority of computer surveillance involves the monitoring of data and traffic on the Internet . In the United States for example, under the Communications Assistance For Law Enforcement Act , all phone calls and broadband Internet traffic (emails, web traffic, instant messaging, etc.) are required to be available for unimpeded real-time monitoring by federal law enforcement agencies. There

4891-412: The sender with the ultimate receiver. Variations of remailer operations exist that can make traffic analysis less effective. Traffic analysis involves intercepting and scrutinizing cybersecurity threats to gather valuable insights about anonymous data flowing through the exit node . By using technique rooted in dark web crawling and specializing software, one can identify the specific characteristics of

4964-516: The size of a milk carton from altitudes of 30,000 feet (9.1 km), and has forward-looking infrared devices that can detect the heat from a human body at distances of up to 60 kilometers (37 mi). In an earlier instance of commercial aerial surveillance, the Killington Mountain ski resort hired 'eye in the sky' aerial photography of its competitors' parking lots to judge the success of its marketing initiatives as it developed starting in

5037-490: The social interactions of the majority of people around the globe. Since the Defense Department cannot easily distinguish between peaceful citizens and terrorists, it will be necessary for them to gather data on innocent civilians as well as on potential terrorists. AT&T developed a programming language called "Hancock", which is able to sift through enormous databases of phone call and Internet traffic records, such as

5110-475: The train stations. As part of China's Golden Shield Project , several U.S. corporations, including IBM , General Electric , and Honeywell , have been working closely with the Chinese government to install millions of surveillance cameras throughout China , along with advanced video analytics and facial recognition software, which will identify and track individuals everywhere they go. They will be connected to

5183-451: The use of permanent device identifiers, and in 2019, they banned the ability of third parties to track on children’s apps. Although the CALEA requires telecommunications companies to build into their systems the ability to carry out a lawful wiretap, the law has not been updated to address the issue of smart phones and requests for access to e-mails and metadata . The Snowden leaks show that

5256-490: Was developed by the Royal Signals and Radar Establishment and EMI (later Thorn Sensors Group ). Racal Radar Defence Systems acquired Searchwater in 1995. Thorn and Racal merged to form Racal-Thorn Defence . Surveillance Surveillance is the monitoring of behavior, many activities, or information for the purpose of information gathering, influencing, managing , or directing. This can include observation from

5329-502: Was reported to have a huge surveillance network of over 170 million CCTV cameras with 400 million new cameras expected to be installed in the next three years, many of which use facial recognition technology . In the United States , the Department of Homeland Security awards billions of dollars per year in Homeland Security grants for local, state, and federal agencies to install modern video surveillance equipment. For example,

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