Real-Time Detection and Mitigation of DDoS Attacks in Intelligent Transportation Systems. - Ammar Haydari; Yasin Yilmaz (ITSC, 2018)

Impact of Deep RL-based Traffic Signal Control on Air Quality. - Ammar Haydari; H. Michael Zhang; Chen-Nee Chuah; Dipak Ghosal (VTC Spring, 2021)

Adaptive Differential Privacy Mechanism for Aggregated Mobility Dataset. - Ammar Haydari; H. Michael Zhang; Chen-Nee Chuah; Jane MacFarlane; Sean Peisert (CoRR, 2021)

Differentially Private Map Matching for Mobility Trajectories. - Ammar Haydari; Chen-Nee Chuah; H. Michael Zhang; Jane MacFarlane; Sean Peisert (ACSAC, 2022)

RSU-Based Online Intrusion Detection and Mitigation for VANET. - Ammar Haydari; Yasin Yilmaz (Sensors, 2022)

Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey. - Ammar Haydari; Yasin Yilmaz (IEEE Trans. Intell. Transp. Syst., 2022)

MobilityGPT: Enhanced Human Mobility Modeling with a GPT model. - Ammar Haydari; Dongjie Chen; Zhengfeng Lai; Chen-Nee Chuah (CoRR, 2024)

Towards Efficient and Secure Intelligent Transportation Services: AI-driven Traffic Light Controller and Privacy-Preserving Mobility Data Generation - Ammar Haydari (2024)