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» Autonomic Intrusion Detection System
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RAID
2005
Springer
14 years 1 months ago
Behavioral Distance for Intrusion Detection
We introduce a notion, behavioral distance, for evaluating the extent to which processes—potentially running different programs and executing on different platforms—behave si...
Debin Gao, Michael K. Reiter, Dawn Xiaodong Song
ITNG
2010
IEEE
13 years 6 months ago
Scalable Intrusion Detection with Recurrent Neural Networks
The ever-growing use of the Internet comes with a surging escalation of communication and data access. Most existing intrusion detection systems have assumed the one-size-fits-all...
Longy O. Anyanwu, Jared Keengwe, Gladys A. Arome
ITNG
2007
IEEE
14 years 2 months ago
Human Computer Interaction Based Intrusion Detection
—In this paper we survey the state of the art in direct and indirect human computer interaction based biometrics. Direct HCI biometrics are based on abilities, style, preference,...
Roman V. Yampolskiy
IPPS
2006
IEEE
14 years 1 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
ACSAC
1999
IEEE
14 years 1 days ago
An Application of Machine Learning to Network Intrusion Detection
Differentiating anomalous network activity from normal network traffic is difficult and tedious. A human analyst must search through vast amounts of data to find anomalous sequenc...
Chris Sinclair, Lyn Pierce, Sara Matzner