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]

@inproceedings{PawlickiZKC22,
  title = {Analysis and Detection of DDoS Backscatter Using NetFlow Data, Hyperband-Optimised Deep Learning and Explainability Techniques},
  author = {Marek Pawlicki and Martin Zádník and Rafal Kozik and Michal Choras},
  year = {2022},
  doi = {10.1007/978-3-031-23492-7_8},
  url = {https://doi.org/10.1007/978-3-031-23492-7_8},
  researchr = {https://researchr.org/publication/PawlickiZKC22},
  cites = {0},
  citedby = {0},
  pages = {82-92},
  booktitle = {Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part I},
  editor = {Leszek Rutkowski and Rafal Scherer and Marcin Korytkowski and Witold Pedrycz and Ryszard Tadeusiewicz and Jacek M. Zurada},
  volume = {13588},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-23492-7},
}