Security: for ubiquitous computing
Security: for ubiquitous computing
Network Intrusion Detection: An Analyst's Handbook
Network Intrusion Detection: An Analyst's Handbook
Architecture of Generalized Network Service Anomaly and Fault Thresholds
MMNS '01 Proceedings of the 4th IFIP/IEEE International Conference on Management of Multimedia Networks and Services: Management of Multimedia on the Internet
Optimizing the Scalability of Network Intrusion Detection Systems Using Mobile Agents
Journal of Network and Systems Management
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In this paper we introduce the detection details and experimental results of our proposed Service-oriented and User-centric Intrusion Detection System (SUIDS). SUIDS is designed for ubiquitous computing environments like a smart home/office. It adopts a novel auditing mechanism and flexible system architecture to meet the special requirements of ubiquitous networks. Specifically, the paper shows how a string-based method is used in a user profile to represent the user's short-term behavior in due course; and how an appropriate string length and threshold value are determined in order to balance the system's false alarm rate and detection effectiveness. As a result, SUIDS achieve real-time intrusion detection in ubiquitous networks with a lightweight and adaptable detection model.