Autonomous agents based dynamic distributed (A2D2) intrusion detection system
Document Type
Conference Proceeding
Publication Date
12-1-2007
Department
Department of Applied Computing
Abstract
In this paper, we propose a highly-configurable, wellintegrated Autonomous Agents based Dynamic Distributed (A2D2) intrusion detection framework. A2D2 supports a hybrid, integrated and flexible intrusion detection model which consists of a family of intrusion detection agents. Agents can dynamically download and install appropriate modules, signatures and policy files from the central server based on operational requirements. A group key management system is used to provide secure and scalable group communication and group management in A2D2. Flexible intrusion response mechanisms are designed. A data fusion and event analysis engine (mEngine) and an object-based intrusion modeling language (mLanguage) are also designed. Both mEngine and mLanguage are domain-independent.
Publication Title
Innovative Algorithms and Techniques in Automation, Industrial Electronics and Telecommunications
Recommended Citation
Cai, Y.,
&
Jasani, H.
(2007).
Autonomous agents based dynamic distributed (A2D2) intrusion detection system.
Innovative Algorithms and Techniques in Automation, Industrial Electronics and Telecommunications, 527-533.
http://doi.org/10.1007/978-1-4020-6266-7-96
Retrieved from: https://digitalcommons.mtu.edu/michigantech-p/4028