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IJCNN
2000
IEEE
14 years 7 days ago
Applying CMAC-Based On-Line Learning to Intrusion Detection
The timely and accurate detection of computer and network system intrusions has always been an elusive goal for system administrators and information security researchers. Existin...
James Cannady
IEEEIAS
2008
IEEE
14 years 2 months ago
Adaptive Dynamic Reaction to Automotive IT Security Incidents Using Multimedia Car Environment
Modern cars offer an increasingly powerful Multimedia environment. While also the potential for an application as Human Computer Interface (HCI) is growing, in this paper we conce...
Tobias Hoppe, Stefan Kiltz, Jana Dittmann
NDSS
2000
IEEE
14 years 7 days ago
Building Adaptive and Agile Applications Using Intrusion Detection and Response
Traditional Intrusion Detection Systems (IDSs) mostly work off-line, without any direct runtime interaction or coordination with the applications (and with other IDSs) that they a...
Joseph P. Loyall, Partha Pratim Pal, Richard E. Sc...
KDD
2004
ACM
126views Data Mining» more  KDD 2004»
14 years 8 months ago
Selection, combination, and evaluation of effective software sensors for detecting abnormal computer usage
We present and empirically analyze a machine-learning approach for detecting intrusions on individual computers. Our Winnowbased algorithm continually monitors user and system beh...
Jude W. Shavlik, Mark Shavlik
ISMIS
2005
Springer
14 years 1 months ago
Anomaly Detection in Computer Security and an Application to File System Accesses
Abstract. We present an overview of anomaly detection used in computer security, and provide a detailed example of a host-based Intrusion Detection System that monitors file syste...
Salvatore J. Stolfo, Shlomo Hershkop, Linh H. Bui,...