3 papers
cs.AI2026
Towards Lawful Autonomous Driving: Deriving Scenario-Aware Driving Requirements from Traffic Laws and Regulations
Bowen Jian, Rongjie Yu, Hong Wang +2
Driving in compliance with traffic laws and regulations is a basic requirement for human drivers, yet autonomous vehicles (AVs) can violate these requirements in diverse real-world…
cs.CV2026
Attention to Neural Plagiarism: Diffusion Models Can Plagiarize Your Copyrighted Images!
Zihang Zou, Boqing Gong, Liqiang Wang
In this paper, we highlight a critical threat posed by emerging neural models: data plagiarism. We demonstrate how modern neural models (e.g., diffusion models) can replicate copyr…
cs.CR2021
Anti-Neuron Watermarking: Protecting Personal Data Against Unauthorized Neural Networks
Zihang Zou, Boqing Gong, Liqiang Wang
We study protecting a user's data (images in this work) against a learner's unauthorized use in training neural networks. It is especially challenging when the user's data is only…