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» Anomaly intrusion detection in wireless sensor networks
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KDD
2004
ACM
126views Data Mining» more  KDD 2004»
16 years 6 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
SDM
2009
SIAM
123views Data Mining» more  SDM 2009»
16 years 3 months ago
Tracking User Mobility to Detect Suspicious Behavior.
Popularity of mobile devices is accompanied by widespread security problems, such as MAC address spoofing in wireless networks. We propose a probabilistic approach to temporal an...
Gaurav Tandon, Philip K. Chan
HICSS
2010
IEEE
222views Biometrics» more  HICSS 2010»
15 years 8 months ago
Application-Layer Intrusion Detection in MANETs
— Security has become important to mobile ad hoc networks (MANETs) due mainly to their use for many missionand life-critical applications. However, the broadcast nature of inter-...
Katharine Chang, Kang G. Shin
RAID
2009
Springer
16 years 19 days ago
Adaptive Anomaly Detection via Self-calibration and Dynamic Updating
The deployment and use of Anomaly Detection (AD) sensors often requires the intervention of a human expert to manually calibrate and optimize their performance. Depending on the si...
Gabriela F. Cretu-Ciocarlie, Angelos Stavrou, Mich...
ACSAC
2004
IEEE
15 years 10 months ago
An Intrusion Detection Tool for AODV-Based Ad hoc Wireless Networks
Mobile ad hoc network routing protocols are highly susceptible to subversion. Previous research in securing these protocols has typically used techniques based on encryption and r...
Giovanni Vigna, Sumit Gwalani, Kavitha Srinivasan,...