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

Multi-Agent Deep Q-Network Based Ant Colony Optimization for Advanced Network Intrusion Detection. - Amani Bacha; Farah Barika Ktata; Olfa Belkahla Driss (ISDFS, 2025)