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» Autonomic Intrusion Detection System

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LISA
2007

118views Operating System» more LISA 2007»

ATLANTIDES: An Architecture for Alert Verification in Network Intrusion Detection Systems

13 years 10 months ago

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We present an architecture1 designed for alert verification (i.e., to reduce false positives) in network intrusion-detection systems. Our technique is based on a systematic (and a...

Damiano Bolzoni, Bruno Crispo, Sandro Etalle

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ASPLOS
2010
ACM

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Accelerating the local outlier factor algorithm on a GPU for intrusion detection systems

14 years 2 months ago

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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

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ML
2010
ACM

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On the infeasibility of modeling polymorphic shellcode - Re-thinking the role of learning in intrusion detection systems

13 years 6 months ago

Download www.cs.gmu.edu

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, ...

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COMPSAC
2009
IEEE

94views Software Engineering» more COMPSAC 2009»

PAIDS: A Proximity-Assisted Intrusion Detection System for Unidentified Worms

14 years 2 months ago