Search Results - "Haydari, Ammar"

RSU-Based Online Intrusion Detection and Mitigation for VANET by Haydari, Ammar, Yilmaz, Yasin

“…Secure vehicular communication is a critical factor for secure traffic management. Effective security in intelligent transportation systems (ITS) requires…”
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Adversarial Attacks and Defense in Deep Reinforcement Learning (DRL)-Based Traffic Signal Controllers by Haydari, Ammar, Zhang, Michael, Chuah, Chen-Nee

“…Security attacks on intelligent transportation systems (ITS) may result in life-threatening situations. Combining deep neural networks with reinforcement…”
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Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey by Haydari, Ammar, Yilmaz, Yasin

“…Latest technological improvements increased the quality of transportation. New data-driven approaches bring out a new research direction for all control-based…”
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Towards Efficient and Secure Intelligent Transportation Services: AI-Driven Traffic Light Controller and Privacy-Preserving Mobility Data Generation by Haydari, Ammar

“…The widespread adoption of artificial intelligence (AI) and Intelligent Transportation Systems (ITS) technologies has led to the increasing application of…”
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Impact of Deep RL-based Traffic Signal Control on Air Quality by Haydari, Ammar, Zhang, Michael, Chuah, Chen-Nee, Ghosal, Dipak

“…One major source of air pollution is automobile emissions in urban areas. Although hybrid and fully electric vehicles are started to gain popularity, the…”
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Statistical Anomaly Detection and Mitigation of Cyber Attacks for Intelligent Transportation Systems by Haydari, Ammar

“…Secure vehicular communication is a critical factor for secure traffic management. Perfect security in intelligent transportation systems (ITS) has solid and…”
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Real-Time Detection and Mitigation of DDoS Attacks in Intelligent Transportation Systems by Haydari, Ammar, Yilmaz, Yasin

“…Vehicular network (VANET), a special type of ad-hoc network, provides communication infrastructure for vehicles and related parties, such as road side units…”
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RSU-Based Online Intrusion Detection and Mitigation for VANET by Haydari, Ammar, Yilmaz, Yasin

“…Secure vehicular communication is a critical factor for secure traffic management. Effective security in intelligent transportation systems (ITS) requires…”
Get full text

Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey by Haydari, Ammar, Yilmaz, Yasin

“…Latest technological improvements increased the quality of transportation. New data-driven approaches bring out a new research direction for all control-based…”
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MobilityGPT: Enhanced Human Mobility Modeling with a GPT model by Haydari, Ammar, Chen, Dongjie, Lai, Zhengfeng, Zhang, Michael, Chuah, Chen-Nee

“…Generative models have shown promising results in capturing human mobility characteristics and generating synthetic trajectories. However, it remains…”
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Differential Privacy in Aggregated Mobility Networks: Balancing Privacy and Utility by Haydari, Ammar, Chuah, Chen-Nee, Zhang, Michael, Macfarlane, Jane, Peisert, Sean

“…Location data is collected from users continuously to understand their mobility patterns. Releasing the user trajectories may compromise user privacy…”
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