Computation and Data Efficient Backdoor Attacks

no code implementations • ICCV 2023 • Yutong Wu, Xingshuo Han, Han Qiu, Tianwei Zhang

To address such limitations, we propose a novel confidence-based scoring methodology, which can efficiently measure the contribution of each poisoning sample based on the distance posteriors.

3D Point Cloud Classification Data Poisoning +2

Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving

no code implementations • 2 Mar 2022 • Xingshuo Han, Guowen Xu, Yuan Zhou, Xuehuan Yang, Jiwei Li, Tianwei Zhang

However, DNN models are vulnerable to different types of adversarial attacks, which pose significant risks to the security and safety of the vehicles and passengers.

Autonomous Driving Backdoor Attack +1