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» Spectrogram: A Mixture-of-Markov-Chains Model for Anomaly De...
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NDSS
2009
IEEE
14 years 3 days ago
Spectrogram: A Mixture-of-Markov-Chains Model for Anomaly Detection in Web Traffic
Yingbo Song, Angelos D. Keromytis, Salvatore J. St...
IMC
2010
ACM
13 years 3 months ago
Temporally oblivious anomaly detection on large networks using functional peers
Previous methods of network anomaly detection have focused on defining a temporal model of what is "normal," and flagging the "abnormal" activity that does not...
Kevin M. Carter, Richard Lippmann, Stephen W. Boye...
JMLR
2010
185views more  JMLR 2010»
13 years 5 days ago
HMMPayl: an application of HMM to the analysis of the HTTP Payload
Zero-days attacks are one of the most dangerous threats against computer networks. These, by definition, are attacks never seen before. Thus, defense tools based on a database of ...
Davide Ariu, Giorgio Giacinto