Huming Qiu

According to our database, Huming Qiu authored at least 13 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SEW: Strengthening Robustness of Black-box DNN Watermarking via Specificity Enhancement.

Huming Qiu, Mi Zhang, Junjie Sun, Peiyi Chen, Xiaohan Zhang, Min Yang

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

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

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

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

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding.

Huming Qiu, Guanxu Chen, Mi Zhang, Min Yang

CoRR, 2024

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

Proceedings of the IEEE Symposium on Security and Privacy, 2024

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

Proceedings of the IEEE Symposium on Security and Privacy, 2024

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

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

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

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., April, 2023

2022

Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures.

Huming Qiu, Hua Ma, Zhi Zhang, Alsharif Abuadbba, Wei Kang, Anmin Fu, Yansong Gao

CoRR, 2022

Weighted Contrastive Hashing.

Jiaguo Yu, Huming Qiu, Dubing Chen, Haofeng Zhang

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Quantization Backdoors to Deep Learning Models.

Hua Ma, Huming Qiu, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Derek Abbott

CoRR, 2021