원문정보
초록
영어
As modern computer networks are large-scale with numerous nodes, the conventional concentrated intrusion detection system fails to work effectively. To deal with the above situation, the paper proposed a “Soft-Man” and data mining based distributed intrusion detection system (SMDMDIDS, for short). Specifically, it designed an overall structure model of the detection system, expounded the system’s communication models, and designed the communication models and cooperation methods between Soft-Mans as well. The paper also defined hierarchical cooperation models for the Soft-Mans and designed corresponding data mining models. Finally, with the help of IDS Informer tools, the paper conducted a simulation experiment on network intrusion detection. The experimental results showed that the proposed intrusion detection system in the paper had good detection performance.
목차
1. Introduction
2. System Design
3. Key Technologies of the System
3.1.The Communication Technologies of SMDMDIDS
3.2. Communication Models of SMDMDIDS
3.3. The Cooperation Modes of Soft-Mans in SMDMDIDS
3.4. The Hierarchical Cooperation Model of Soft-Mans in SMDMDIDS
3.5. Data Mining Design
4. Analysis and Evaluation of the Experimental Results
Acknowledgements
References