Binhao Ma

I am Binhao Ma, currently a Ph.D. student in Computer Science at the University of Missouri–Kansas City, advised by Prof. Rui Duan.

My research focuses on AI security, particularly data protection, content provenance, and the detection of AI-generated or manipulated content.

News

[Sept. 2026] Our work ScrambleMark: Zero-Query Watermark-Agnostic Black-Box Evasion of Modern Speech Watermarking has been accepted to IEEE S&P 2027! Many thanks to my advisor and collaborators for their support! The demo and code can be found on the project website.
[May 30, 2026] Our paper DFB: A Data-Free, Low-Budget, and High-Efficacy Clean-Label Backdoor Attack has been accepted by Applied Intelligence!
[May 2025] Our paper on audio jailbreak attacks has been accepted to the DSN–DSML 2025 workshop.

Full list on Scholar

Binhao Ma, Weikang Ding, Hanqing Guo, Wenwei Zhao, Xiaowen Li, Leah Ding, Zhuo Lu, Rui Duan

IEEE Symposium on Security and Privacy (S&P), 2027.

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Binhao Ma, Jiahui Wang, Dejun Wang, Bo Meng

Applied Intelligence, 56, Article 320, 2026.

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Binhao Ma, Hanqing Guo, Zhengping Jay Luo, Rui Duan

Workshop on Dependable and Secure Machine Learning (DSN–DSML), 2025.

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Binhao Ma, Tianhang Zheng, Hongsheng Hu, Di Wang, Shuo Wang, Zhongjie Ba, Zhan Qin, Kui Ren

arXiv preprint arXiv:2407.05112, 2024.

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Binhao Ma, Jiahui Wang, Dejun Wang, Bo Meng

Neural Networks, 168: 350–362, 2023.

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Binhao Ma, Can Zhao, Dejun Wang, Bo Meng

Computers & Security, 129, Article 103212, 2023.

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Binhao Ma, Xurui Zheng, Can Zhao, Yibing Wang, Dejun Wang, Bo Meng

PLOS ONE, 17(9): e0274748, 2022.

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Notable Reviewer, ICLR 2025.
Outstanding Master's Thesis Award, Hubei Cyberspace Security Society, 2024.
National Scholarship, China, 2023.
Outstanding Graduate Student Award, Wuhan Computer Software Engineering Society, 2023.

International Conference on Learning Representations (ICLR), 2025–2027
Conference on Neural Information Processing Systems (NeurIPS), 2024–2025
International Conference on Machine Learning (ICML), 2025
AAAI Conference on Artificial Intelligence (AAAI), 2026–2027
International Conference on Artificial Intelligence and Statistics (AISTATS), 2025–2027
Northern Lights Deep Learning Conference (NLDL), 2026–2027

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024–2026
Cluster Computing, 2026
Machine Learning, 2026
Scientific Reports, 2026
Journal of King Saud University Computer and Information Sciences, 2026