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» Detecting Novel Scans Through Pattern Anomaly Detection
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ACMSE
2006
ACM
14 years 22 days ago
Static analysis of anomalies and security vulnerabilities in executable files
Software researchers have already developed static code security checkers to parse through and scan source code files, looking for security vulnerabilities [8, 9]. What about exec...
Jay-Evan J. Tevis, John A. Hamilton Jr.
JAIR
2010
181views more  JAIR 2010»
13 years 1 months ago
Intrusion Detection using Continuous Time Bayesian Networks
Intrusion detection systems (IDSs) fall into two high-level categories: network-based systems (NIDS) that monitor network behaviors, and host-based systems (HIDS) that monitor sys...
Jing Xu, Christian R. Shelton
JSAC
2006
95views more  JSAC 2006»
13 years 6 months ago
Impact of Packet Sampling on Portscan Detection
Abstract-- Packet sampling is commonly deployed in highspeed backbone routers to minimize resources used for network monitoring. It is known that packet sampling distorts traffic s...
Jianning Mai, Ashwin Sridharan, Chen-Nee Chuah, Hu...
SIGSOFT
2009
ACM
14 years 1 months ago
Graph-based mining of multiple object usage patterns
The interplay of multiple objects in object-oriented programming often follows specific protocols, for example certain orders of method calls and/or control structure constraints...
Tung Thanh Nguyen, Hoan Anh Nguyen, Nam H. Pham, J...
ICDM
2009
IEEE
148views Data Mining» more  ICDM 2009»
14 years 1 months ago
Online System Problem Detection by Mining Patterns of Console Logs
Abstract—We describe a novel application of using data mining and statistical learning methods to automatically monitor and detect abnormal execution traces from console logs in ...
Wei Xu, Ling Huang, Armando Fox, David Patterson, ...