A visualization framework for traffic data exploration and scan detection
NTMS'09 Proceedings of the 3rd international conference on New technologies, mobility and security
PeekKernelFlows: peeking into IP flows
Proceedings of the Seventh International Symposium on Visualization for Cyber Security
Digging into ip flow records with a visual kernel method
CISIS'11 Proceedings of the 4th international conference on Computational intelligence in security for information systems
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Large corporations and government agencies are continually bombarded by malicious network attacks through the cyber infrastructure. One common method to identify and assess the impacts of these malicious activities is through the monitoring and analysis of network flow data. While already somewhat aggregated, the data can quickly become overwhelming – a billion flow records a day for large organizations is not abnormal. We have integrated our visual analytics toolkit with network flow data to provide a seamless workflow for computer network defense analysts. This integration can facilitate the learning process of novice analysts and make expert analysts more productive.