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» Detecting Motifs in System Call Sequences
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ICC
2009
IEEE
123views Communications» more  ICC 2009»
14 years 2 months ago
Combining Hidden Markov Models for Improved Anomaly Detection
—In host-based intrusion detection systems (HIDS), anomaly detection involves monitoring for significant deviations from normal system behavior. Hidden Markov Models (HMMs) have...
Wael Khreich, Eric Granger, Robert Sabourin, Ali M...
SP
2006
IEEE
127views Security Privacy» more  SP 2006»
14 years 1 months ago
Siren: Catching Evasive Malware (Short Paper)
With the growing popularity of anomaly detection systems, which is due partly to the rise in zero-day attacks, a new class of threats have evolved where the attacker mimics legiti...
Kevin Borders, Xin Zhao, Atul Prakash
SIGMOD
2009
ACM
202views Database» more  SIGMOD 2009»
14 years 7 months ago
ZStream: a cost-based query processor for adaptively detecting composite events
Composite (or Complex) event processing (CEP) systems search sequences of incoming events for occurrences of userspecified event patterns. Recently, they have gained more attentio...
Yuan Mei, Samuel Madden
PLDI
2012
ACM
11 years 10 months ago
Understanding and detecting real-world performance bugs
Developers frequently use inefficient code sequences that could be fixed by simple patches. These inefficient code sequences can cause significant performance degradation and ...
Guoliang Jin, Linhai Song, Xiaoming Shi, Joel Sche...
ICDM
2002
IEEE
173views Data Mining» more  ICDM 2002»
14 years 14 days ago
Mining Genes in DNA Using GeneScout
In this paper, we present a new system, called GeneScout, for predicting gene structures in vertebrate genomic DNA. The system contains specially designed hidden Markov models (HM...
Michael M. Yin, Jason Tsong-Li Wang