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» An efficient data structure for network anomaly detection
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DAGM
2006
Springer
13 years 11 months ago
Efficient Algorithms for Similarity Measures over Sequential Data: A Look Beyond Kernels
Kernel functions as similarity measures for sequential data have been extensively studied in previous research. This contribution addresses the efficient computation of distance fu...
Konrad Rieck, Pavel Laskov, Klaus-Robert Müll...
ITIIS
2008
110views more  ITIIS 2008»
13 years 7 months ago
Fast Detection of Distributed Global Scale Network Attack Symptoms and Patterns in High-speed Backbone Networks
Traditional attack detection schemes based on packets or flows have very high computational complexity. And, network based anomaly detection schemes can reduce the complexity, but...
Sun Ho Kim, Byeong-hee Roh
NETWORKING
2004
13 years 9 months ago
On Detection of Anomalous Routing Dynamics in BGP
BGP, the de facto inter-domain routing protocol, is the core component of current Internet infrastructure. BGP traffic deserves thorough exploration, since abnormal BGP routing dy...
Ke Zhang, Amy Yen, Xiaoliang Zhao, Daniel Massey, ...
ICC
2007
IEEE
14 years 2 months ago
Using Session-Keystroke Mutual Information to Detect Self-Propagating Malicious Codes
— In this paper, we propose an endpoint-based joint network-host anomaly detection technique to detect selfpropagating malicious codes. Our proposed technique is based on the obs...
Syed A. Khayam, Hayder Radha
USENIX
2007
13 years 10 months ago
Hyperion: High Volume Stream Archival for Retrospective Querying
Network monitoring systems that support data archival and after-the-fact (retrospective) queries are useful for a multitude of purposes, such as anomaly detection and network and ...
Peter Desnoyers, Prashant J. Shenoy