Huming Qiu

PhD student, Fudan University

Joined

January 2024

Names

Huming Qiu (Preferred)

Emails

****@njust.edu.cn (Confirmed)

****@m.fudan.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Fudan University (fudan.edu.cn)

2023 – 2027

MS student

Nanjing University of Science and Technology (njust.edu.cn)

2020 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Mi Zhang

2020 – 2027

Expertise

Artificial Intelligence Security

2020 – 2027

Publications

The Future Unmarked: Watermark Removal in AI-Generated Images via Next-Frame Prediction
Huming Qiu, Zhaoxiang Wang, Mi Zhang, Xiaohan Zhang, Xiaoyu You, Min Yang
- NeurIPS 2025 poster
- Readers: Everyone
Quantization Backdoors to Deep Learning Commercial Frameworks
Hua Ma, Huming Qiu, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Minhui Xue, Anmin Fu, Jiliang Zhang, Said F. Al-Sarawi, Derek Abbott
- IEEE Trans. Dependable Secur. Comput. 2024
- Readers: Everyone
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense
Hua Ma, Shang Wang, Yansong Gao, Zhi Zhang, Huming Qiu, Minhui Xue, Alsharif Abuadbba, Anmin Fu, Surya Nepal, Derek Abbott
- CCS 2024
- Readers: Everyone
DeepTheft: Stealing DNN Model Architectures through Power Side Channel
Yansong Gao, Huming Qiu, Zhi Zhang, Binghui Wang, Hua Ma, Alsharif Abuadbba, Minhui Xue, Anmin Fu, Surya Nepal
- SP 2024
- Readers: Everyone
On Model Outsourcing Adaptive Attacks to Deep Learning Backdoor Defenses
Huaibing Peng, Huming Qiu, Hua Ma, Shuo Wang, Anmin Fu, Said F. Al-Sarawi, Derek Abbott, Yansong Gao
- IEEE Trans. Inf. Forensics Secur. 2024
- Readers: Everyone
BELT: Old-School Backdoor Attacks can Evade the State-of-the-Art Defense with Backdoor Exclusivity Lifting
Huming Qiu, Junjie Sun, Mi Zhang, Xudong Pan, Min Yang
- SP 2024
- Readers: Everyone
Toward a Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures
Huming Qiu, Hua Ma, Zhi Zhang, Alsharif Abuadbba, Wei Kang, Anmin Fu, Yansong Gao
- IEEE Trans. Inf. Forensics Secur. 2024
- Readers: Everyone
Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding
Huming Qiu, Guanxu Chen, Mi Zhang, Min Yang
- CoRR 2024
- Readers: Everyone
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network With IP Protection for Internet of Things
Huming Qiu, Hua Ma, Zhi Zhang, Yansong Gao, Yifeng Zheng, Anmin Fu, Pan Zhou, Derek Abbott, Said F. Al-Sarawi
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2023
- Readers: Everyone

View all 16 publications

Co-Authors

View all 28 co-authors