Noisy training for deep neural networks. - Xiangtao Meng; Chao Liu 066; Zhiyong Zhang 001; Dong Wang 013 (ChinaSIP, 2014)

AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection. - Xiangtao Meng; Li Wang 120; Shanqing Guo; Lei Ju 001; Qingchuan Zhao (SP, 2024)

Jailbreaking Text-to-Image Models with LLM-Based Agents. - Yingkai Dong; Zheng Li 023; Xiangtao Meng; Ning Yu 006; Shanqing Guo (CoRR, 2024)

DEEPFAKER: A Unified Evaluation Platform for Facial Deepfake and Detection Models. - Li Wang 120; Xiangtao Meng; Dan Li; Xuhong Zhang 002; Shouling Ji; Shanqing Guo (ACM Trans. Priv. Secur., 2024)

Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-to-Image Generation Models. - Yingkai Dong; Xiangtao Meng; Ning Yu 006; Zheng Li 023; Shanqing Guo (SP, 2025)