Publications

Selected Papers

• Mirage Fools the Ear, Mute Hides the Truth: Precise Targeted Adversarial Attacks on Polyphonic Sound Event Detection Systems
  Junjie Su, Weifei Jin, Yuxin Cao, Derui Wang, Kai Ye, and Jie Hao.
  arXiv preprint, 2025.
• ALMGuard: Safety Shortcuts and Where to Find Them as Guardrails for Audio–Language Models
  Weifei Jin, Yuxin Cao, Junjie Su, Minhui Xue, Jie Hao, Ke Xu, Jin Song Dong, and Derui Wang.
  In the Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025.
• Boosting the Transferability of Audio Adversarial Examples with Acoustic Representation Optimization
  Weifei Jin, Junjie Su, Hejia Wang, Yulin Ye, and Jie Hao.
  In the IEEE International Conference on Multimedia & Expo (ICME), 2025.
• Whispering Under the Eaves: Protecting User Privacy Against Commercial and LLM-powered Automatic Speech Recognition Systems
  Weifei Jin, Yuxin Cao, Junjie Su, Derui Wang, Yedi Zhang, Minhui Xue, Jie Hao, Jin Song Dong, and Yixian Yang.
  In the 34th USENIX Security Symposium (USENIX Security), 2025.
• Towards Evaluating the Robustness of Automatic Speech Recognition Systems via Audio Style Transfer
  Weifei Jin, Yuxin Cao, Junjie Su, Qi Shen, Kai Ye, Derui Wang, Jie Hao, and Ziyao Liu.
  In the 2nd ACM Workshop on Secure and Trustworthy Deep Learning Systems (SecTL, AsiaCCS Workshop), 2024, pp. 47–55.