A Deep Learning Approach Combining Autoencoder with One-class SVM for DDoS Attack Detection in SDNs

Lotfi Mhamdi, Desmond C. McLernon, Fadi El-Moussa, Syed Ali Raza Zaidi, Mounir Ghogho, Tuan A. Tang. A Deep Learning Approach Combining Autoencoder with One-class SVM for DDoS Attack Detection in SDNs. In Eighth IEEE International Conference on Communications and Networking, ComNet 2020, Virtual Event, Tunisia, October 28-30, 2020. pages 1-6, IEEE, 2020. [doi]

@inproceedings{MhamdiMEZGT20,
  title = {A Deep Learning Approach Combining Autoencoder with One-class SVM for DDoS Attack Detection in SDNs},
  author = {Lotfi Mhamdi and Desmond C. McLernon and Fadi El-Moussa and Syed Ali Raza Zaidi and Mounir Ghogho and Tuan A. Tang},
  year = {2020},
  doi = {10.1109/ComNet47917.2020.9306073},
  url = {https://doi.org/10.1109/ComNet47917.2020.9306073},
  researchr = {https://researchr.org/publication/MhamdiMEZGT20},
  cites = {0},
  citedby = {0},
  pages = {1-6},
  booktitle = {Eighth IEEE International Conference on Communications and Networking, ComNet 2020, Virtual Event, Tunisia, October 28-30, 2020},
  publisher = {IEEE},
  isbn = {978-1-7281-5320-9},
}