Flew Over Learning Trap: Learn Unlearnable Samples by Progressive Staged Training

1 code implementation • 3 Jun 2023 • Pucheng Dang, Xing Hu, Kaidi Xu, Jinhao Duan, Di Huang, Husheng Han, Rui Zhang, Zidong Du, Qi Guo, Yunji Chen

Unlearning techniques are proposed to prevent third parties from exploiting unauthorized data, which generate unlearnable samples by adding imperceptible perturbations to data for public publishing.

Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks

no code implementations • 19 Aug 2022 • Husheng Han, Xing Hu, Kaidi Xu, Pucheng Dang, Ying Wang, Yongwei Zhao, Zidong Du, Qi Guo, Yanzhi Yang, Tianshi Chen

This work proposes Themis, a software/hardware system to defend against adversarial patches for real-time robust video object detection.

Adversarial Attack Autonomous Driving +4