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» Spectrogram: A Mixture-of-Markov-Chains Model for Anomaly De...
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NDSS
2009
IEEE
13 years 11 months 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 2 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»
12 years 11 months 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