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ASPLOS
2010
ACM
15 years 6 months ago
Accelerating the local outlier factor algorithm on a GPU for intrusion detection systems
The Local Outlier Factor (LOF) is a very powerful anomaly detection method available in machine learning and classification. The algorithm defines the notion of local outlier in...
Malak Alshawabkeh, Byunghyun Jang, David R. Kaeli
94
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FPL
2004
Springer
141views Hardware» more  FPL 2004»
15 years 5 months ago
Automatic Synthesis of Efficient Intrusion Detection Systems on FPGAs
—This paper presents a methodology and a tool for automatic synthesis of highly efficient intrusion detection systems using a high-level, graph-based partitioning methodology and...
Zachary K. Baker, Viktor K. Prasanna
CORR
2008
Springer
127views Education» more  CORR 2008»
14 years 11 months ago
Intrusion Detection in Mobile Ad Hoc Networks Using Classification Algorithms
In this paper we present the design and evaluation of intrusion detection models for MANETs using supervised classification algorithms. Specifically, we evaluate the performance of...
Aikaterini Mitrokotsa, Manolis Tsagkaris, Christos...
CN
2010
110views more  CN 2010»
14 years 11 months ago
End-to-end quality of service seen by applications: A statistical learning approach
The focus of this work is on the estimation of quality of service (QoS) parameters seen by an application. Our proposal is based on end-to-end active measurements and statistical ...
Pablo Belzarena, Laura Aspirot
124
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TMC
2008
109views more  TMC 2008»
14 years 11 months ago
Intrusion Detection in Homogeneous and Heterogeneous Wireless Sensor Networks
Intrusion detection in Wireless Sensor Network (WSN) is of practical interest in many applications such as detecting an intruder in a battlefield. The intrusion detection is define...
Yun Wang, Xiaodong Wang, Bin Xie, Demin Wang, Dhar...