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» Understanding Precision in Host Based Intrusion Detection
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DIMVA
2009
13 years 10 months ago
Browser Fingerprinting from Coarse Traffic Summaries: Techniques and Implications
We demonstrate that the browser implementation used at a host can be passively identified with significant precision and recall, using only coarse summaries of web traffic to and f...
Ting-Fang Yen, Xin Huang, Fabian Monrose, Michael ...
CCS
2010
ACM
13 years 9 months ago
AccessMiner: using system-centric models for malware protection
Models based on system calls are a popular and common approach to characterize the run-time behavior of programs. For example, system calls are used by intrusion detection systems...
Andrea Lanzi, Davide Balzarotti, Christopher Krueg...
CORR
2008
Springer
125views Education» more  CORR 2008»
13 years 9 months ago
Sensing Danger: Innate Immunology for Intrusion Detection
The immune system provides an ideal metaphor for anomaly detection in general and computer security in particular. Based on this idea, artificial immune systems have been used for...
Uwe Aickelin, Julie Greensmith
ACMSE
2005
ACM
14 years 2 months ago
Alert confidence fusion in intrusion detection systems with extended Dempster-Shafer theory
Accurate identification of misuse is a key factor in determining appropriate ways to protect systems. Modern intrusion detection systems often use alerts from different sources su...
Dong Yu, Deborah A. Frincke
CORR
2010
Springer
143views Education» more  CORR 2010»
13 years 9 months ago
Dendritic Cells for Anomaly Detection
Artificial immune systems, more specifically the negative selection algorithm, have previously been applied to intrusion detection. The aim of this research is to develop an intrus...
Julie Greensmith, Jamie Twycross, Uwe Aickelin