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» A Labeled Data Set for Flow-Based Intrusion Detection
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IPOM
2009
Springer
13 years 10 months ago
A Labeled Data Set for Flow-Based Intrusion Detection
Abstract. Flow-based intrusion detection has recently become a promising security mechanism in high speed networks (1-10 Gbps). Despite the richness in contributions in this field...
Anna Sperotto, Ramin Sadre, Frank van Vliet, Aiko ...
IFIP
2010
Springer
13 years 2 months ago
Labeled VoIP Data-Set for Intrusion Detection Evaluation
Abstract. VoIP has become a major application of multimedia communications over IP. Many initiatives around the world focus on the detection of attacks against VoIP services and in...
Mohamed Nassar, Radu State, Olivier Festor
ACSC
2005
IEEE
13 years 10 months ago
Unsupervised Anomaly Detection in Network Intrusion Detection Using Clusters
Most current network intrusion detection systems employ signature-based methods or data mining-based methods which rely on labelled training data. This training data is typically ...
Kingsly Leung, Christopher Leckie
KDD
2012
ACM
205views Data Mining» more  KDD 2012»
11 years 6 months ago
Intrusion as (anti)social communication: characterization and detection
A reasonable definition of intrusion is: entering a community to which one does not belong. This suggests that in a network, intrusion attempts may be detected by looking for com...
Qi Ding, Natallia Katenka, Paul Barford, Eric D. K...
FLAIRS
2007
13 years 6 months ago
Low-Effort Labeling of Network Events for Intrusion Detection in WLANs
A low-effort data mining approach to labeling network event records in a WLAN is proposed. The problem being addressed is often observed in an AI and data mining strategy to netwo...
Taghi M. Khoshgoftaar, Chris Seiffert, Naeem Seliy...