Faten Louati

According to our database, Faten Louati authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

Boosting multi-agent reinforcement learning with pruned prioritized experience replay and collaborative learning. Case study: intrusion detection system.

Faten Louati, Farah Barika Ktata, Ikram Amous

J. Ambient Intell. Humaniz. Comput., May, 2026

Interpretable Cooperative MARL for Intrusion Detection via Logical Rule Integration.

Faten Louati, Ikram Amous

Proceedings of the Intelligent Information and Database Systems - 18th Asian Conference, 2026

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., August, 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., August, 2024

An Intelligent Security System Using Enhanced Anomaly-Based Detection Scheme.

Faten Louati, Farah Barika Ktata, Ikram Amous

Comput. J., 2024

2023

Improving Intrusion Detection Systems with Multi-Agent Deep Reinforcement Learning: Enhanced Centralized and Decentralized Approaches.

Amani Bacha, Farah Barika Ktata, Faten Louati

Proceedings of the 20th International Conference on Security and Cryptography, 2023

An Efficient Real Time Intrusion Detection System for Big Data Environment.

Faten Louati, Farah Barika Ktata, Ikram Amous

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022

A Distributed Intelligent Intrusion Detection System based on Parallel Machine Learning and Big Data Analysis.

Faten Louati, Farah Barika Ktata, Ikram Amous Ben Amor

Proceedings of the 11th International Conference on Sensor Networks, 2022