1 code implementation • 21 Sep 2023 • Yinpeng Dong, Huanran Chen, Jiawei Chen, Zhengwei Fang, Xiao Yang, Yichi Zhang, Yu Tian, Hang Su, Jun Zhu
By attacking white-box surrogate vision encoders or MLLMs, the generated adversarial examples can mislead Bard to output wrong image descriptions with a 22% success rate based solely on the transferability.
1 code implementation • 24 Sep 2022 • Zhengwei Fang, Rui Wang, Tao Huang, Liping Jing
Strong adversarial examples are crucial for evaluating and enhancing the robustness of deep neural networks.