2008 · 15 citations · 6 references
ComputingComputer ScienceCybersecurityDistributed SystemsSensor FusionSensorsDistributed MonitoringDistributed SecurityDistributed Sensor NetworksIntrusion DetectionMultisensor Data IntegrationSensor NetworksBehavior PredictionData FusionDistributed Data FusionDistributed Intrusion DetectionDistributed Sensor FusionMulti-sensor Data FusionMulti-sensor FusionSensor Data Fusion
Intrusion detection is a system pointed to identification of unauthorized use, or intrusion attempt in computer network environment. IDS systems are based on behavior prediction of attacker and legitimate user of computer network. For more accurately identification of security events, this proposal suggests use of customized DIDS (distributed intrusion detection systems), which combines distributed monitoring using external sensors and centralized data analysis. The main problem in this project is fusion and interpretation of events from multiple sensor networks. For this purpose are applied alignment methods, data fusion and filtration on elements of sensor system. This proposal is the part of the project dealing with design of the security model within the Department of Computers and Informatics.
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Intrusion detection systems and multisensor data fusion
T. Bass · Communications of the ACM · 2000 · 593 citations · Full text
Characteristics of network traffic flow anomalies
Paul Barford, David Plonka · 2001 · 199 citations