Mohamed Amine Merzouk

Institut de Recherche Technologique SystemX — France

Computer Science · Physical Sciences

5h-index64citations8works3.32yr avg
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Research Topics

Network Security and Intrusion Detection(7), Advanced Malware Detection Techniques(6), Adversarial Robustness in Machine Learning(5), Privacy-Preserving Technologies in Data(1), Internet Traffic Analysis and Secure E-voting(1)

Publications8 total

Efficiency vs. Alignment: Investigating Safety and Fairness Risks in Parameter-Efficient Fine-Tuning of LLMs
arXiv (Cornell University)·2025Open Access
Diffusion-Based Adversarial Purification for Intrusion Detection
Lecture notes in computer science·2025· 1 cited
Adversarial robustness of deep reinforcement learning-based intrusion detection
International Journal of Information Security·2024· 12 cited
Diffusion-based Adversarial Purification for Intrusion Detection
arXiv (Cornell University)·2024Open Access
Parameterizing poisoning attacks in federated learning-based intrusion detection
2023· 5 citedOpen Access
Evading Deep Reinforcement Learning-based Network Intrusion Detection with Adversarial Attacks
Proceedings of the 17th International Conference on Availability, Reliability and Security·2022· 6 citedOpen Access
Investigating the practicality of adversarial evasion attacks on network intrusion detection
Annals of Telecommunications·2022· 30 cited
A Deeper Analysis of Adversarial Examples in Intrusion Detection
Lecture notes in computer science·2021· 10 cited

Frequent Co-authors

Frédéric Cuppens(7), Nora Cuppens(7), Reda Yaich(7), Christopher Neal(2), Joséphine Delas(2), Erwan Beurier(2), Foutse Khomh(1), Mina Taraghi(1), Yann Pequignot(1), Amin Nikanjam(1), Foutse Khomh(1)