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» Intrusion detection systems as evidence
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ASPLOS
2010
ACM
15 years 8 months ago
Accelerating the local outlier factor algorithm on a GPU for intrusion detection systems
The Local Outlier Factor (LOF) is a very powerful anomaly detection method available in machine learning and classification. The algorithm defines the notion of local outlier in...
Malak Alshawabkeh, Byunghyun Jang, David R. Kaeli
ML
2010
ACM
155views Machine Learning» more  ML 2010»
15 years 7 days ago
On the infeasibility of modeling polymorphic shellcode - Re-thinking the role of learning in intrusion detection systems
Current trends demonstrate an increasing use of polymorphism by attackers to disguise their exploits. The ability for malicious code to be easily, and automatically, transformed in...
Yingbo Song, Michael E. Locasto, Angelos Stavrou, ...
IWANN
2009
Springer
15 years 8 months ago
Design of a Snort-Based Hybrid Intrusion Detection System
J. Gómez, Consolación Gil, N. Padill...