The base-rate fallacy and the difficulty of intrusion detection
ACM Transactions on Information and System Security (TISSEC)
The 1999 DARPA off-line intrusion detection evaluation
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue on recent advances in intrusion detection systems
A framework for constructing features and models for intrusion detection systems
ACM Transactions on Information and System Security (TISSEC)
ACM Transactions on Information and System Security (TISSEC)
Toward cost-sensitive modeling for intrusion detection and response
Journal of Computer Security
Fusion of multiple classifiers for intrusion detection in computer networks
Pattern Recognition Letters
Results of the KDD'99 classifier learning
ACM SIGKDD Explorations Newsletter
Intrusion Detection Testing and Benchmarking Methodologies
IEEE-IWIA '03 Proceedings of the First IEEE International Workshop on Information Assurance (IWIA'03)
Evaluation of Intrusion Detectors: A Decision Theory Approach
SP '01 Proceedings of the 2001 IEEE Symposium on Security and Privacy
Cost effective management frameworks for intrusion detection systems
Journal of Computer Security
Machine Learning and Data Mining for Computer Security: Methods and Applications (Advanced Information and Knowledge Processing)
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Journal of Network and Computer Applications - Special issue: Network and information security: A computational intelligence approach
A Cost-Sensitive Model for Preemptive Intrusion Response Systems
AINA '07 Proceedings of the 21st International Conference on Advanced Networking and Applications
Network intrusion detection through Adaptive Sub-Eigenspace Modeling in multiagent systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Indirect classification approaches: a comparative study in network intrusion detection
International Journal of Computer Applications in Technology
Towards the automatic generation of mobile agents for distributed intrusion detection system
Journal of Systems and Software
Learning intrusion detection: supervised or unsupervised?
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Dynamical immunological surveillance for network danger evaluation model
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
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In the context of computer security, the first step to respond to an intrusive incident is the detection of such activity in the monitored system. In recent years, research in intrusion detection has evolved to become a multi-discipline task that involves areas such as data mining, decision analysis, agent-based systems or cost-benefit analysis among others. We propose a multiagent IDS that considers decision analysis techniques in order to configure itself optimally according to the conditions faced. This IDS also provides a quantitative measure of the value of the response decision it can autonomously take. Results regarding the well-known 1999 KDD dataset are shown.