ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models Against Stochastic Perturbation. - Yi Zhang 141; Yun Tang 003; Wenjie Ruan; Xiaowei Huang 001; Siddartha Khastgir; Paul A. Jennings; Xingyu Zhao 001 (ECCV (32), 2024)

Augmenting Scenario Description Languages for Intelligence Testing of Automated Driving Systems. - Yun Tang 003; Antonio Anastasio Bruto da Costa; Patrick Irvine; Tudor Dodoiu; Yi Zhang 141; Xingyu Zhao 001; Siddartha Khastgir; Paul A. Jennings (IV, 2024)

TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models. - Zhen Chen; Yi Zhang 141; Fu Wang; Xingyu Zhao 001; Xiaowei Huang 001; Wenjie Ruan (NeurIPS, 2024)

Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey. - Yi Zhang 141; Zhen Chen; Chih-Hong Cheng; Wenjie Ruan; Xiaowei Huang 001; Dezong Zhao; David Flynn; Siddartha Khastgir; Xingyu Zhao 001 (CoRR, 2024)