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SP
1991
IEEE
121views Security Privacy» more  SP 1991»
14 years 7 days ago
The SRI IDES Statistical Anomaly Detector
SRI International’s real-time intrusion-detection expert system (IDES) system contains a statistical subsystem that observes behavior on a moniioreci cornpuier system and adapti...
H. S. Javitz, A. Valdes
ACMSE
2006
ACM
14 years 2 months ago
Static analysis of anomalies and security vulnerabilities in executable files
Software researchers have already developed static code security checkers to parse through and scan source code files, looking for security vulnerabilities [8, 9]. What about exec...
Jay-Evan J. Tevis, John A. Hamilton Jr.
SP
2010
IEEE
187views Security Privacy» more  SP 2010»
14 years 19 days ago
Outside the Closed World: On Using Machine Learning for Network Intrusion Detection
Abstract—In network intrusion detection research, one popular strategy for finding attacks is monitoring a network’s activity for anomalies: deviations from profiles of norma...
Robin Sommer, Vern Paxson
RAID
2009
Springer
14 years 3 months ago
Autonomic Intrusion Detection System
Abstract. We propose a novel framework of autonomic intrusion detection that fulfills online and adaptive intrusion detection in unlabeled audit data streams. The framework owns a...
Wei Wang 0012, Thomas Guyet, Svein J. Knapskog
RAID
2009
Springer
14 years 3 months ago
Automatically Adapting a Trained Anomaly Detector to Software Patches
Abstract. In order to detect a compromise of a running process based on it deviating from its program’s normal system-call behavior, an anomaly detector must first be trained wi...
Peng Li, Debin Gao, Michael K. Reiter