A Distributed Intelligent Intrusion Detection System based on Parallel Machine Learning and Big Data Analysis. - Faten Louati; Farah Barika Ktata; Ikram Amous Ben Amor (SENSORNETS, 2022)

An Efficient Real Time Intrusion Detection System for Big Data Environment. - Faten Louati; Farah Barika Ktata; Ikram Amous (ICAART (3), 2023)

Improving Intrusion Detection Systems with Multi-Agent Deep Reinforcement Learning: Enhanced Centralized and Decentralized Approaches. - Amani Bacha; Farah Barika Ktata; Faten Louati (SECRYPT, 2023)

An Intelligent Security System Using Enhanced Anomaly-Based Detection Scheme. - Faten Louati; Farah Barika Ktata; Ikram Amous (Comput. J., 2024)

Big-IDS: a decentralized multi agent reinforcement learning approach for distributed intrusion detection in big data networks. - Faten Louati; Farah Barika Ktata; Ikram Amous (Clust. Comput., 2024)

Enhancing Intrusion Detection Systems with Reinforcement Learning: A Comprehensive Survey of RL-based Approaches and Techniques. - Faten Louati; Farah Barika Ktata; Ikram Amous (SN Comput. Sci., 2024)