Tree-based Supervised Machine Learning Models For Detecting GPS Spoofing Attacks on UAS. - Ghilas Aissou; Hadjar Ould Slimane; Selma Benouadah; Naima Kaabouch (UEMCON, 2021)

Instance-based Supervised Machine Learning Models for Detecting GPS Spoofing Attacks on UAS. - Ghilas Aissou; Selma Benouadah; Hassan El Alami; Naima Kaabouch (CCWC, 2022)

A Light Boosting-based ML Model for Detecting Deceptive Jamming Attacks on UAVs. - Hadjar Ould Slimane; Selma Benouadah; Tala Talaei Khoei; Naima Kaabouch (CCWC, 2022)

ADS-B Message Injection Attack on UAVs: Assessment of SVM-based Detection Techniques. - Hadjar Ould Slimane; Selma Benouadah; Khair Al Shamaileh; Vijay K. Devabhaktuni; Naima Kaabouch (EIT, 2022)

A DATASET for GPS Spoofing Detection on Autonomous Vehicles. - Ghilas Aissou; Selma Benouadah; Hassan El Alami; Naima Kaabouch (IEEE DataPort, 2022)

Mastering Water Sort Puzzle: A Reinforcement Learning Approach with Deep Q-Learning Techniques. - Selma Benouadah; Shereen Ismail (ISNCC, 2024)