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» Multidimensional Network Monitoring for Intrusion Detection
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ACSC
2003
IEEE
14 years 22 days ago
Policies for Sharing Distributed Probabilistic Beliefs
In this paper, we present several general policies for deciding when to share probabilistic beliefs between agents for distributed monitoring. In order to evaluate these policies,...
Christopher Leckie, Kotagiri Ramamohanarao
SP
2010
IEEE
187views Security Privacy» more  SP 2010»
13 years 11 months ago
Outside the Closed World: On Using Machine Learning for Network Intrusion Detection
Abstract—In network intrusion detection research, one popular strategy for finding attacks is monitoring a network’s activity for anomalies: deviations from profiles of norma...
Robin Sommer, Vern Paxson
ICAI
2008
13 years 8 months ago
Online Boosting Based Intrusion Detection in Changing Environments
Intrusion detection is an active research field in the development of reliable web-based information systems, where many artificial intelligence techniques are exploited to fit th...
Yanguo Wang, Weiming Hu, Xiaoqin Zhang
EGC
2005
Springer
14 years 29 days ago
Towards a Grid-wide Intrusion Detection System
We describe SANTA-G (Grid-enabled System Area Networks Trace Analysis), an instrument monitoring framework that uses the RGMA (Relational Grid Monitoring Architecture). We describe...
Stuart Kenny, Brian A. Coghlan
PST
2004
13 years 8 months ago
A Declarative Approach to Stateful Intrusion Detection and Network Monitoring
In this paper we present a new approach to stateful intrusion detection. It is based on a temporal logic which has the capability to express temporary properties, which are propert...
Mathieu Couture, Béchir Ktari, Mohamed Mejr...