2 research outputs found
A distributed framework for supporting adaptive ensemble-based intrusion detection
This paper proposes anatomy and main functionalities of a distributed framework for supporting adaptive ensemble-based intrusion detection. We start from open issues and limitations of actual state-of-the-art proposals, and we derive a suitable architecture that, based on actual, emerging research trends, finally defines an innovative ensemble-based network intrusion detection system that combines following requirements: distribution, cooperativeness, scalability, multi-scale network traffic analysis, feature selection and extraction. These requirements are recognized by our study as first-class research challenges for next-generation intrusion detection systems
Adaptive intrusion detection in distributed environments: An ensemble-based approach
This paper describes a distributed framework for supporting adaptive ensemble-based
intrusion detection. Open issues and limitations of actual state-of-the-art proposals, are
analyzed and the main functionalities of a suitable architecture that, based on actual, emerging
research trends, finally defines an innovative ensemble-based network intrusion detection
system