A Subspace Projective Clustering Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks.
IEEE Trans. Artif. Intell., July, 2024
Detecting Backdoor Attacks in Black-Box Neural Networks through Hardware Performance Counters.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024
Optimal Smoothing Distribution Exploration for Backdoor Neutralization in Deep Learning-based Traffic Systems.
Proceedings of the Australian & New Zealand Control Conference, 2024
Optimal Smoothing Distribution Exploration for Backdoor Neutralization in Deep Learning-based Traffic Systems.
CoRR, 2023
Physical Backdoor Trigger Activation of Autonomous Vehicle Using Reachability Analysis.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
PiDAn: A Coherence Optimization Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks.
CoRR, 2022
Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-Based Traffic Congestion Control Systems.
IEEE Trans. Inf. Forensics Secur., 2021
A Trigger Exploration Method for Backdoor Attacks on Deep Learning-Based Traffic Control Systems.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Watch your back: Backdoor Attacks in Deep Reinforcement Learning-based Autonomous Vehicle Control Systems.
CoRR, 2020
Fault isolation based on online sparse optimization of streaming faulty data.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019