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IPPS
2006
IEEE
15 years 10 months ago
Network intrusion detection with semantics-aware capability
Malicious network traffic, including widespread worm activity, is a growing threat to Internet-connected networks and hosts. In this paper, we propose a network intrusion detectio...
Walter J. Scheirer, Mooi Choo Chuah
CORR
2010
Springer
123views Education» more  CORR 2010»
15 years 4 months ago
Integrating Innate and Adaptive Immunity for Intrusion Detection
Abstract. Network Intrusion Detection Systems (NIDS) monitor a network with the aim of discerning malicious from benign activity on that network. While a wide range of approaches h...
Gianni Tedesco, Jamie Twycross, Uwe Aickelin
RAID
2001
Springer
15 years 8 months ago
Aggregation and Correlation of Intrusion-Detection Alerts
Abstract. This paper describes an aggregation and correlation algorithm used in the design and implementation of an intrusion-detection console built on top of the Tivoli Enterpris...
Hervé Debar, Andreas Wespi
ASPLOS
2010
ACM
15 years 11 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
ESORICS
2006
Springer
15 years 7 months ago
Towards an Information-Theoretic Framework for Analyzing Intrusion Detection Systems
IDS research still needs to strengthen mathematical foundations and theoretic guidelines. In this paper, we build a formal framework, based on information theory, for analyzing and...
Guofei Gu, Prahlad Fogla, David Dagon, Wenke Lee, ...