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» Alert Detection in System Logs
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ACMSE
2005
ACM
14 years 27 days ago
Alert confidence fusion in intrusion detection systems with extended Dempster-Shafer theory
Accurate identification of misuse is a key factor in determining appropriate ways to protect systems. Modern intrusion detection systems often use alerts from different sources su...
Dong Yu, Deborah A. Frincke
IWIA
2005
IEEE
14 years 28 days ago
Forensic Analysis of File System Intrusions Using Improved Backtracking
Intrusion detection systems alert the system administrators of intrusions but, in most cases, do not provide details about which system events are relevant to the intrusion and ho...
Sriranjani Sitaraman, Subbarayan Venkatesan
AI
2008
Springer
14 years 1 months ago
Using Unsupervised Learning for Network Alert Correlation
Alert correlation systems are post-processing modules that enable intrusion analysts to find important alerts and filter false positives efficiently from the output of Intrusion...
Reuben Smith, Nathalie Japkowicz, Maxwell Dondo, P...
SIGSOFT
2007
ACM
14 years 8 months ago
Using groupings of static analysis alerts to identify files likely to contain field failures
In this paper, we propose a technique for leveraging historical field failure records in conjunction with automated static analysis alerts to determine which alerts or sets of ale...
Mark Sherriff, Sarah Smith Heckman, J. Michael Lak...
CSREASAM
2006
13 years 8 months ago
TRINETR: Facilitating Alerts Analysis and Response Decision Making
Due to many inherent deficiencies and flaws, current intrusion detection systems (IDS) are plagued by numerous problems. Intrusion Detection Systems are often inefficient and inef...
Jinqiao Yu, Y. V. Ramana Reddy, Sumitra Reddy