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PRODIGAL (computer System)
PRODIGAL (proactive discovery of insider threats using graph analysis and learning) is a computer system for predicting anomalous behavior among humans, by data mining network traffic such as emails, text messages and server log entries. It is part of DARPA's Anomaly Detection at Multiple Scales (ADAMS) project. The initial schedule is for two years and the budget $9 million. It uses graph theory, machine learning, statistical anomaly detection, and high-performance computing to scan larger sets of data more quickly than in past systems. The amount of data analyzed is in the range of terabytes per day. The targets of the analysis are employees within the government or defense contracting organizations; specific examples of behavior the system is intended to detect include the actions of Nidal Malik Hasan and WikiLeaks source Chelsea Manning. Commercial applications may include finance. The results of the analysis, the five most serious threats per day, go to agents, analysts, ...
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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 name of the organization first changed from its founding name, ARPA, to DARPA, in March 1972, changing back to ARPA in February 1993, then reverted to DARPA in March 1996. ''The Economist'' has called DARPA "the agency that ...
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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 university, public research university in Atlanta, Georgia. It is divided into four schools: the Georgia Institute of Technology School of Computer Science, School of Computer Science, the Georgia Institute of Technology School of Interactive Computing, School of Interactive Computing, the Georgia Institute of Technology School of Computational Science & Engineering, School of Computational Science & Engineering, and the Georgia Institute of Technology School of Cybersecurity and Privacy, 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 i ...
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Trailblazer Project
Trailblazer was a United States National Security Agency (NSA) program intended to develop a capability to analyze data carried on communications networks like the Internet. It was intended to track entities using communication methods such as cell phones and e-mail. NSA employees J. Kirk Wiebe, William Binney, Ed Loomis, and House Permanent Select Committee on Intelligence staff Diane Roark complained to the Department of Defense's Inspector General (IG) about waste, fraud, and abuse in the program, and the fact that a successful operating prototype existed. The complaint was accepted by the IG and an investigation began that lasted until mid-2005 when the final results were issued. The results were largely hidden, as the report given to the public was heavily (90%) redacted, while the original report was heavily classified, thus restricting the ability of most people to see it. The people who filed the IG complaint were later raided by armed Federal Bureau of Investigation ( ...
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ECHELON
Echelon may refer to: * A level formation ** A level or rank in an organization, profession, or society ** A military sub-subunit smaller than a company but larger than a platoon ** Echelon formation, a step-like arrangement of units * ECHELON, a worldwide electronic intelligence-gathering operation, within the UKUSA Agreement, mainly for industry espionage Places * Echelon, New Jersey Sciences * En echelon veins, geological feature * Row echelon form, in mathematics, a kind of matrix Arts * Echelon (band), a four-piece band hailing from Essex, England * The Echelon, fanbase of the band Thirty Seconds to Mars Thirty Seconds to Mars (commonly stylized as 30 Seconds to Mars) is an American Rock music, rock band from Los Angeles, California, formed in 1998. The band consists of brothers Jared Leto (lead vocals, guitar, bass, keyboards) and Shannon Let ..., named after a song on their debut album. * ''Echelons'' (album) Games * ''Echelon'' (1987 video game), a space f ...
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Intrusion Detection
An intrusion detection system (IDS) 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 either reported 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 (recognizing bad patterns, such as exploitatio ...
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Threat (computer)
In computer security, a threat is a potential negative action or event enabled 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 ( incident is often used as a blanket term). 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. An '' exploit'' is a vulnerability that a threat actor used to cause an incident. Standard definitions A more comprehensive definition, tied to an Information assurance point of view, can be found in "''Federal Information Processing Standards (FIPS) 200, Mini ...
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Einstein (US-CERT Program)
The EINSTEIN System (part of the National Cybersecurity Protection System) is a network intrusion detection and prevention system that monitors the networks of US federal government departments and agencies. The system is developed and managed by the Cybersecurity and Infrastructure Security Agency (formerly NPPD/ United States Computer Emergency Readiness Team (US-CERT)) in the United States Department of Homeland Security (DHS). The program was originally developed to provide "situational awareness" for the civilian agencies and to "facilitate identifying and responding to cyber threats and attacks, improve network security, increase the resiliency of critical, electronically delivered government services, and enhance the survivability of the Internet." The first version examined basic network traffic and subsequent versions examined content. EINSTEIN does not protect the network infrastructure of the private sector. History The Federal Computer Incident Response Capab ...
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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. CINDER was developed under program manager Peiter Zatko who was appointed as the Chief Information Officer (CIO) of DARPA in 2024. 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 exfiltra ...
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Carnegie Mellon University
Carnegie Mellon University (CMU) is a private research university in Pittsburgh, Pennsylvania, United States. The institution was established in 1900 by Andrew Carnegie as the Carnegie Technical Schools. In 1912, it became the Carnegie Institute of Technology and began granting four-year degrees. In 1967, it became Carnegie Mellon University through its merger with the Mellon Institute of Industrial Research, founded in 1913 by Andrew Mellon and Richard B. Mellon and formerly a part of the University of Pittsburgh. The university consists of seven colleges, including the College of Engineering, the School of Computer Science, and the Tepper School of Business. The university has its main campus located 5 miles (8 km) from downtown Pittsburgh. It also has over a dozen degree-granting locations in six continents, including campuses in Qatar, Silicon Valley, and Kigali, Rwanda ( Carnegie Mellon University Africa) and partnerships with universities nationally and glob ...
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University Of Massachusetts Amherst
The University of Massachusetts Amherst (UMass Amherst) is a public land-grant research university in Amherst, Massachusetts, United States. It is the flagship campus of the University of Massachusetts system and was founded in 1863 as the Massachusetts Agricultural College. It is also a member of the Five College Consortium, along with four other colleges in the Pioneer Valley. UMass Amherst has the largest undergraduate population in Massachusetts with roughly 24,000 enrolled undergraduates. The university offers academic degrees in 109 undergraduate, 77 master's, and 48 doctoral programs in nine schools and colleges. It is classified among "R1: Doctoral Universities – Very high research activity". According to the National Science Foundation, the university spent $211 million on research and development in 2018. The university's 21 varsity athletic teams compete in NCAA Division I and are collectively known as the Minutemen and Minutewomen. The university is a memb ...
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Oregon State University
Oregon State University (OSU) is a Public university, public Land-grant university, land-grant research university in Corvallis, Oregon, United States. OSU offers more than 200 undergraduate degree programs and a variety of graduate and doctoral degrees through all 11 of the university's colleges. It has the seventh-largest engineering college in the nation (2023). Undergraduate enrollment for all colleges combined averages over 32,000 while an additional 5,000 students are engaged in post-graduate coursework through the university. In 2023, over 37,000 students were enrolled at OSU, making it the largest university in the state. Out-of-state students typically make up over one-quarter of the student body. Since its founding, over 272,000 students have graduated from OSU. The university is Carnegie Classification of Institutions of Higher Education, classified among "R1: Doctoral Universities – Very high research activity". Initially chartered as a land-grant university, OS ...
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