Anomaly Detection At Multiple Scales
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Anomaly Detection At Multiple Scales
Anomaly Detection at Multiple Scales, or ADAMS, was a $35 million DARPA project designed to identify patterns and anomalies in very large data sets. It is under DARPA's DARPA#Current program offices, Information Innovation office and began in 2011 and ended in August 2014 The project was intended to detect and prevent insider threats such as "a soldier in good mental health becoming homicidal or suicidal", an "innocent insider becoming malicious", or "a government employee [who] abuses access privileges to share classified information". Specific cases mentioned are Nidal Malik Hasan and WikiLeaks source Chelsea Manning. Commercial applications may include finance. The intended recipients of the system output are operators in the counterintelligence agencies. The Proactive Discovery of Insider Threats Using Graph Analysis and Learning was part of the ADAMS project. The Georgia Tech team includes noted high-performance computing researcher David Bader (computer scientist). See als ...
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DARPA
The Defense Advanced Research Projects Agency (DARPA) is a research and development agency of the United States Department of Defense responsible for the development of emerging technologies for use by the military. Originally known as the Advanced Research Projects Agency (ARPA), the agency was created on February 7, 1958, by President Dwight D. Eisenhower in response to the Soviet Union, Soviet launching of Sputnik 1 in 1957. By collaborating with academia, industry, and government partners, DARPA formulates and executes research and development projects to expand the frontiers of technology and science, often beyond immediate U.S. military requirements.Dwight D. Eisenhower and Science & Technology, (2008). Dwight D. Eisenhower Memorial CommissionSource ''The Economist'' has called DARPA the agency "that shaped the modern world," and pointed out that "Moderna COVID-19 vaccine, Moderna's COVID-19 vaccine sits alongside weather satellites, Global Positioning System, GPS, Unmann ...
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High-performance Computing
High-performance computing (HPC) uses supercomputers and computer clusters to solve advanced computation problems. Overview HPC integrates systems administration (including network and security knowledge) and parallel programming into a multidisciplinary field that combines digital electronics, computer architecture, system software, programming languages, algorithms and computational techniques. HPC technologies are the tools and systems used to implement and create high performance computing systems. Recently, HPC systems have shifted from supercomputing to computing clusters and grids. Because of the need of networking in clusters and grids, High Performance Computing Technologies are being promoted by the use of a collapsed network backbone, because the collapsed backbone architecture is simple to troubleshoot and upgrades can be applied to a single router as opposed to multiple ones. The term is most commonly associated with computing used for scientific research or ...
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Intrusion Detection
An intrusion detection system (IDS; also intrusion prevention system or IPS) is a device or software application that monitors a network or systems for malicious activity or policy violations. Any intrusion activity or violation is typically reported either to an administrator or collected centrally using a security information and event management (SIEM) system. A SIEM system combines outputs from multiple sources and uses alarm filtering techniques to distinguish malicious activity from false alarms. IDS types range in scope from single computers to large networks. The most common classifications are network intrusion detection systems (NIDS) and host-based intrusion detection systems (HIDS). A system that monitors important operating system files is an example of an HIDS, while a system that analyzes incoming network traffic is an example of an NIDS. It is also possible to classify IDS by detection approach. The most well-known variants are signature-based detection (recogni ...
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Threat (computer)
In computer security, a threat is a potential negative action or event facilitated by a vulnerability that results in an unwanted impact to a computer system or application. A threat can be either a negative " intentional" event (i.e. hacking: an individual cracker or a criminal organization) or an "accidental" negative event (e.g. the possibility of a computer malfunctioning, or the possibility of a natural disaster event such as an earthquake, a fire, or a tornado) or otherwise a circumstance, capability, action, or event.Internet Engineering Task Force RFC 2828 Internet Security Glossary This is differentiated from a threat actor who is an individual or group that can perform the threat action, such as exploiting a vulnerability to actualise a negative impact. A more comprehensive definition, tied to an Information assurance point of view, can be found in "''Federal Information Processing Standards (FIPS) 200, Minimum Security Requirements for Federal Information and Informa ...
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Einstein (US-CERT Program)
EINSTEIN (also known as the EINSTEIN Program) was originally an intrusion detection system that monitors the network gateways of government departments and agencies in the United States for unauthorized traffic. The software was developed by the United States Computer Emergency Readiness Team (US-CERT), which is the operational arm of the National Cyber Security Division (NCSD) of the United States Department of Homeland Security (DHS). The program was originally developed to provide "situational awareness" for the civilian agencies. While the first version examined network traffic and subsequent versions examined content, the current version of EINSTEIN is significantly more advanced. Mandate EINSTEIN is the product of U.S. congressional and presidential actions of the early 2000s including the E-Government Act of 2002 which sought to improve U.S. government services on the Internet. EINSTEIN's mandate originated in the Homeland Security Act and the Federal Information Secur ...
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Cyber Insider Threat
Cyber Insider Threat, or CINDER, is a digital threat method. In 2010, DARPA initiated a program under the same name (Cyber Insider Threat (CINDER) Program) to develop novel approaches to the detection of activities within military-interest networks that are consistent with the activities of cyber espionage. The CINDER threat is unlike other vulnerability based attacks in that the action taken by the initiator is not based on unauthorized access by unauthorized objects or authorized objects, it is based on the concept that authorized access by authorized objects will normally occur (along with their subsequent actions) within the security boundary. This object action will not be viewed as an attack, but normal use when analyzed by standard IDS-IPS, logging and expert systems. The CINDER Mission will be seen as an unauthorized disclosure once data exfiltration has been realized. At that time, the resultant CINDER Case would change all object actions related to the disclosure from "Aut ...
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Georgia Institute Of Technology College Of Computing
The College of Computing is a college of the Georgia Institute of Technology, a public research university in Atlanta, Georgia. It is divided into four schools: the School of Computer Science, the School of Interactive Computing, the School of Computational Science & Engineering, and the School of Cybersecurity and Privacy. The College of Computing's programs are consistently ranked among the top 10 computing programs in the nation. In 2022, '' U.S. News & World Report'' ranked the Computer Science graduate program #6 in the U.S. In 2016, ''Times Higher Education'' and the ''Wall Street Journal'' ranked the College #5 in the world. The College of Computing has its roots in the creation of an interdisciplinary Master of Science in Information Science at Georgia Tech in 1964. The college still emphasizes an interdisciplinary focus in the structure of its degree programs, among which is a Bachelor of Science in Computational Media that is offered jointly with Georgia Tech's Sch ...
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David Bader (computer Scientist)
David A. Bader (born May 4, 1969) is a Distinguished Professor and Director of the Institute for Data Science at the New Jersey Institute of Technology. Previously, he served as the Chair of the Georgia Institute of Technology School of Computational Science & Engineering, where he was also a founding professor, and the executive director of High-Performance Computing at the Georgia Tech College of Computing. In 2007, he was named the first director of the Sony Toshiba IBM Center of Competence for the Cell Processor at Georgia Tech. Bader has served on the Computing Research Association's board of directors, the National Science Foundation's advisory committee on cyberinfrastructure, and on IEEE Computer Society's board of governors. He is an expert in the design and analysis of parallel and multicore algorithms for real-world applications such as those in cybersecurity and computational biology. His main areas of research are at the intersection of high-performance computin ...
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Fox News
The Fox News Channel, abbreviated FNC, commonly known as Fox News, and stylized in all caps, is an American multinational conservative cable news television channel based in New York City. It is owned by Fox News Media, which itself is owned by the Fox Corporation. The channel broadcasts primarily from studios at 1211 Avenue of the Americas in Midtown Manhattan. Fox News provides service to 86 countries and overseas territories worldwide, with international broadcasts featuring Fox Extra segments during ad breaks. The channel was created by Australian-American media mogul Rupert Murdoch in 1996 to appeal to a conservative audience, hiring former Republican media consultant and CNBC executive Roger Ailes as its founding CEO. It launched on October 7, 1996, to 17 million cable subscribers. Fox News grew during the late 1990s and 2000s to become the dominant United States cable news subscription network. , approximately 87,118,000 U.S. households (90.8% of television subscr ...
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Georgia Tech Research Institute
The Georgia Tech Research Institute (GTRI) is the nonprofit applied research arm of the Georgia Institute of Technology in Atlanta, Georgia, United States. GTRI employs around 2,400 people, and is involved in approximately $600 million in research annually for more than 200 clients in industry and government. Initially known as the Engineering Experiment Station, (EES) the organization was proposed in 1929 by W. Harry Vaughan as an analog to the agricultural experiment stations; the Georgia General Assembly passed a law that year creating the organization on paper but did not allocate funds to start it. To boost the state's struggling economy in the midst of the Great Depression, funds were found, and the station was finally established with US$5,000 (equivalent to $ in ) in April 1934. GTRI's research spans a variety of disciplines, including national defense, homeland security, public health, education, mobile and wireless technologies, and economic developm ...
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Proactive Discovery Of Insider Threats Using Graph Analysis And Learning
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