Improving the Robustness of DNNs-based Network Intrusion Detection Systems through Adversarial Training

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Improving the Robustness of DNNs-based Network Intrusion Detection Systems through Adversarial Training

SpliTech 2023 - IEEE International Conference on Smart and Sustainable Technologies - -2023

Authors

Lella Eufemia, Macchiarulo Nicola, Pazienza Andrea, Lofù Domenico, Abbatecola Agostino, Noviello Pietro

Download: _SPLITECH_2023____Improving_Robustness_DNNS_[Camera_Ready].pdf

DOI

https://doi.org/https://doi.org/10.23919/SpliTech58164.2023.10193009

BibTex references

@Article{LMPLAN23,
  author       = "Lella, Eufemia and Macchiarulo, Nicola and Pazienza, Andrea and Lof\`u, Domenico and Abbatecola, Agostino and Noviello, Pietro",
  title        = "Improving the Robustness of DNNs-based Network Intrusion Detection Systems through Adversarial Training",
  journal      = "SpliTech 2023 - IEEE International Conference on Smart and Sustainable Technologies",
  year         = "2023",
  url          = "http://sisinflab.poliba.it/Publications/2023/LMPLAN23"

}