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DMIN
2006
123views Data Mining» more  DMIN 2006»
13 years 6 months ago
Novel Evaluation Framework of Intrusion Detection Systems with Respect to Security Policies
Intrusion Detection System is an integral component of the computer security infrastructure. It is usually put in place to detect computer security policy violations. While its ro...
Negmat Mullodzhanov
SP
2006
IEEE
123views Security Privacy» more  SP 2006»
13 years 10 months ago
A Framework for the Evaluation of Intrusion Detection Systems
Classification accuracy in intrusion detection systems (IDSs) deals with such fundamental problems as how to compare two or more IDSs, how to evaluate the performance of an IDS, ...
Alvaro A. Cárdenas, John S. Baras, Karl Sea...
ISICA
2009
Springer
13 years 11 months ago
Detecting Network Anomalies Using CUSUM and EM Clustering
Abstract. Intrusion detection has been extensively studied in the last two decades. However, most existing intrusion detection techniques detect limited number of attack types and ...
Wei Lu, Hengjian Tong
ESORICS
2006
Springer
13 years 8 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, ...
DSOM
2008
Springer
13 years 6 months ago
Trust Management for Host-Based Collaborative Intrusion Detection
The accuracy of detecting an intrusion within a network of intrusion detection systems (IDSes) depends on the efficiency of collaboration between member IDSes. The security itself ...
Carol J. Fung, Olga Baysal, Jie Zhang, Issam Aib, ...