Mohamed Amine Merzouk
Institut de Recherche Technologique SystemX(FR)Mila - Quebec Artificial Intelligence Institute(CA)Polytechnique Montréal(CA)
Publications by Year
Research Areas
Network Security and Intrusion Detection, Advanced Malware Detection Techniques, Adversarial Robustness in Machine Learning, Privacy-Preserving Technologies in Data, Ethics and Social Impacts of AI
Most-Cited Works
- → Investigating the practicality of adversarial evasion attacks on network intrusion detection(2022)31 cited
- → Adversarial robustness of deep reinforcement learning-based intrusion detection(2024)12 cited
- → A Deeper Analysis of Adversarial Examples in Intrusion Detection(2021)10 cited
- → Evading Deep Reinforcement Learning-based Network Intrusion Detection with Adversarial Attacks(2022)6 cited
- → Parameterizing poisoning attacks in federated learning-based intrusion detection(2023)5 cited
- → Diffusion-Based Adversarial Purification for Intrusion Detection(2025)1 cited
- → Efficiency vs. Alignment: Investigating Safety and Fairness Risks in Parameter-Efficient Fine-Tuning of LLMs