Analysis and Detection of DDoS Backscatter Using NetFlow Data, Hyperband-Optimised Deep Learning and Explainability Techniques

Marek Pawlicki, Martin Zádník, Rafal Kozik, Michal Choras. Analysis and Detection of DDoS Backscatter Using NetFlow Data, Hyperband-Optimised Deep Learning and Explainability Techniques. In Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada, editors, Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part I. Volume 13588 of Lecture Notes in Computer Science, pages 82-92, Springer, 2022. [doi]

Authors

Marek Pawlicki

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Martin Zádník

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Rafal Kozik

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Michal Choras

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