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HICSS
2007
IEEE
141views Biometrics» more  HICSS 2007»
14 years 20 days ago
Analysis of Payload Based Application level Network Anomaly Detection
Most network anomaly detection research is based on packet header fields, while the payload is usually discarded. Preventing unknown attacks and Internet worms has led to a need f...
Like Zhang, Gregory B. White
BDIM
2008
IEEE
205views Business» more  BDIM 2008»
14 years 25 days ago
Mining semantic relations using NetFlow
—Knowing the dependencies among computing assets and services provides insights into the computing and business landscape, therefore, facilitating low-risk timely changes in supp...
Alexandru Caracas, Andreas Kind, Dieter Gantenbein...
JCS
2011
138views more  JCS 2011»
12 years 9 months ago
Automatic analysis of malware behavior using machine learning
Malicious software—so called malware—poses a major threat to the security of computer systems. The amount and diversity of its variants render classic security defenses ineffe...
Konrad Rieck, Philipp Trinius, Carsten Willems, Th...
WETICE
2005
IEEE
13 years 12 months ago
Entropy Based Worm and Anomaly Detection in Fast IP Networks
Detecting massive network events like worm outbreaks in fast IP networks, such as Internet backbones, is hard. One problem is that the amount of traffic data does not allow real-t...
Arno Wagner, Bernhard Plattner
ACSAC
2004
IEEE
13 years 10 months ago
Worm Detection, Early Warning and Response Based on Local Victim Information
Worm detection systems have traditionally focused on global strategies. In the absence of a global worm detection system, we examine the effectiveness of local worm detection and ...
Guofei Gu, Monirul I. Sharif, Xinzhou Qin, David D...