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» Detecting the Onset of Infection for Secure Hosts
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RAID
2010
Springer
8 years 10 months ago
Detecting the Onset of Infection for Secure Hosts
Abstract. Software flaws in applications such as a browser may be exploited by attackers to launch drive-by-download (DBD), which has become the major vector of malware infection....
Kui Xu, Qiang Ma, Danfeng (Daphne) Yao
AAAI
2007
9 years 2 months ago
COD: Online Temporal Clustering for Outbreak Detection
We present Cluster Onset Detection (COD), a novel algorithm to aid in detection of epidemic outbreaks. COD employs unsupervised learning techniques in an online setting to partiti...
Tomás Singliar, Denver Dash
ISI
2007
Springer
8 years 12 months ago
Host Based Intrusion Detection using Machine Learning
—Detecting unknown malicious code (malcode) is a challenging task. Current common solutions, such as anti-virus tools, rely heavily on prior explicit knowledge of specific instan...
Robert Moskovitch, Shay Pluderman, Ido Gus, Dima S...
DIMVA
2006
9 years 1 months ago
A Fast Worm Scan Detection Tool for VPN Congestion Avoidance
Finding the cause for congested virtual private network (VPN) links that connect an office network over the Internet to remote subsidiaries can be a hassle. Scan traffic of worm i...
Arno Wagner, Thomas Dübendorfer, Roman Hiesta...
DMIN
2006
111views Data Mining» more  DMIN 2006»
9 years 1 months ago
Profiling and Clustering Internet Hosts
Identifying groups of Internet hosts with a similar behavior is very useful for many applications of Internet security control, such as DDoS defense, worm and virus detection, dete...
Songjie Wei, Jelena Mirkovic, Ezra Kissel
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