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87
Voted
FLAIRS
2003
14 years 11 months ago
2003
The detection of attacks against computer networks is becoming a harder problem to solve in the field of network security. The dexterity of the attackers, the developing technolog...
119
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CCS
2011
ACM
13 years 9 months ago
2011
ACM
Network intrusion detection systems are faced with the challenge of identifying diverse attacks, in extremely high speed networks. For this reason, they must operate at multi-Giga...
ICML
2002
IEEE
15 years 10 months ago
2002
IEEE
In this paper, we present a general machine learning approach to the problem of deciding when to share probabilistic beliefs between agents for distributed monitoring. Our approac...
RAID
2004
Springer
15 years 3 months ago
2004
Springer
We present a payload-based anomaly detector, we call PAYL, for intrusion detection. PAYL models the normal application payload of network traffic in a fully automatic, unsupervised...
SIGMETRICS
2008
ACM
14 years 9 months ago
2008
ACM
Abstract. When installing network intrusion detection systems (NIDSs), operators are faced with a large number of parameters and analysis options for tuning trade-offs between dete...