An Intrusion Detection System for Imbalanced Dataset Based on Deep Learning. - Mariama Mbow; Hiroshi Koide; Kouichi Sakurai (CANDAR, 2021)

Handling class Imbalance problem in Intrusion Detection System based on deep learning. - Mariama Mbow; Hiroshi Koide; Kouichi Sakurai (Int. J. Netw. Comput., 2022)

Evading IoT Intrusion Detection Systems with GAN. - Mariama Mbow; Rodrigo Roman; Takeshi Takahashi 001; Kouichi Sakurai (AsiaJCIS, 2024)

Poisoning Attacks on Federated-learning based NIDS. - Mariama Mbow; Takeshi Takahashi 001; Kouichi Sakurai (CANDARW, 2024)

Investigating the Transferability of Evasion Attacks in Network Intrusion Detection Systems Considering Domain-Specific Constraints. - Mariama Mbow; Rodrigo Roman; Ayan Seal; Kevin I-Kai Wang; Sraban Kumar Mohanty; Kouichi Sakurai (WISA, 2024)