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» Multi-agent approach to network intrusion detection
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IWINAC
2005
Springer
15 years 11 months ago
MEPIDS: Multi-Expression Programming for Intrusion Detection System
Abstract. An Intrusion Detection System (IDS) is a program that analyzes what happens or has happened during an execution and tries to find indications that the computer has been ...
Crina Grosan, Ajith Abraham, Sang-Yong Han
IPSN
2005
Springer
15 years 11 months ago
Lifetime-aware intrusion detection under safeguarding constraints
: This paper addresses the problem of maximizing the service lifetime of a distributed battery-powered sensor network in the context of the network interdiction problem under user-...
Ali Iranli, Hanif Fatemi, Massoud Pedram
ICML
2002
IEEE
16 years 6 months ago
Learning to Share Distributed Probabilistic Beliefs
In this paper, we present a general machine learning approach to the problem of deciding when to share probabilistic beliefs between agents for distributed monitoring. Our approac...
Christopher Leckie, Kotagiri Ramamohanarao
CCS
2009
ACM
16 years 25 days ago
Active learning for network intrusion detection
Anomaly detection for network intrusion detection is usually considered an unsupervised task. Prominent techniques, such as one-class support vector machines, learn a hypersphere ...
Nico Görnitz, Marius Kloft, Konrad Rieck, Ulf...
SP
2002
IEEE
15 years 5 months ago
Stateful Intrusion Detection for High-Speed Networks
As networks become faster there is an emerging need for security analysis techniques that can keep up with the increased network throughput. Existing network-based intrusion detec...
Christopher Krügel, Fredrik Valeur, Giovanni ...