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» On scalable attack detection in the network
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KDD
2002
ACM
157views Data Mining» more  KDD 2002»
15 years 10 months ago
Learning nonstationary models of normal network traffic for detecting novel attacks
Traditional intrusion detection systems (IDS) detect attacks by comparing current behavior to signatures of known attacks. One main drawback is the inability of detecting new atta...
Matthew V. Mahoney, Philip K. Chan
74
Voted
SP
2005
IEEE
105views Security Privacy» more  SP 2005»
15 years 3 months ago
Detection of Denial-of-Message Attacks on Sensor Network Broadcasts
So far, sensor network broadcast protocols assume a trustworthy environment. However, in safety and missioncritical sensor networks this assumption may not be valid and some senso...
Jonathan M. McCune, Elaine Shi, Adrian Perrig, Mic...
77
Voted
IM
2007
14 years 11 months ago
Real-time Analysis of Flow Data for Network Attack Detection
— With the wide deployment of flow monitoring in IP networks, the analysis of the exported flow data has become an important research area. It has been shown that flow data ca...
Gerhard Münz, Georg Carle
HICSS
2003
IEEE
220views Biometrics» more  HICSS 2003»
15 years 2 months ago
Applications of Hidden Markov Models to Detecting Multi-Stage Network Attacks
This paper describes a novel approach using Hidden Markov Models (HMM) to detect complex Internet attacks. These attacks consist of several steps that may occur over an extended pe...
Dirk Ourston, Sara Matzner, William Stump, Bryan H...
ACSW
2006
14 years 11 months ago
Experiences in passively detecting session hijacking attacks in IEEE 802.11 networks
Current IEEE 802.11 wireless networks are vulnerable to session hijacking attacks as the existing standards fail to address the lack of authentication of management frames and net...
Rupinder Gill, Jason Smith, Andrew Clark