Huming Qiu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Learning Models

Order Preserving

Countermeasures

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE Trans. Dependable Secur. Comput.

Publications

Huming Qiu, Hua Ma, Zhi Zhang, Alsharif Abuadbba, Wei Kang, Anmin Fu, Yansong Gao
Toward a Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Huaibing Peng, Huming Qiu, Hua Ma, Shuo Wang, Anmin Fu, Said F. Al-Sarawi, Derek Abbott, Yansong Gao
On Model Outsourcing Adaptive Attacks to Deep Learning Backdoor Defenses. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Hua Ma, Huming Qiu, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Minhui Xue, Anmin Fu, Jiliang Zhang, Said F. Al-Sarawi, Derek Abbott
Quantization Backdoors to Deep Learning Commercial Frameworks. IEEE Trans. Dependable Secur. Comput. 21 (3) (2024)
Yansong Gao, Huming Qiu, Zhi Zhang, Binghui Wang, Hua Ma, Alsharif Abuadbba, Minhui Xue, Anmin Fu, Surya Nepal
DeepTheft: Stealing DNN Model Architectures through Power Side Channel. CoRR (2023)
Huming Qiu, Hua Ma, Zhi Zhang, Yansong Gao, Yifeng Zheng, Anmin Fu, Pan Zhou, Derek Abbott, Said F. Al-Sarawi
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network With IP Protection for Internet of Things. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (4) (2023)
Huming Qiu, Junjie Sun, Mi Zhang, Xudong Pan, Min Yang
BELT: Old-School Backdoor Attacks can Evade the State-of-the-Art Defense with Backdoor Exclusivity Lifting. CoRR (2023)
Jiaguo Yu, Huming Qiu, Dubing Chen, Haofeng Zhang
Weighted Contrastive Hashing. ACCV (5) (2022)
Huming Qiu, Hua Ma, Zhi Zhang, Alsharif Abuadbba, Wei Kang, Anmin Fu, Yansong Gao
Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures. CoRR (2022)
Jiaguo Yu, Huming Qiu, Dubing Chen, Haofeng Zhang
Weighted Contrastive Hashing. CoRR (2022)
Huming Qiu, Hua Ma, Zhi Zhang, Yifeng Zheng, Anmin Fu, Pan Zhou, Yansong Gao, Derek Abbott, Said F. Al-Sarawi
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things. CoRR (2021)
Hua Ma, Huming Qiu, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Derek Abbott
Quantization Backdoors to Deep Learning Models. CoRR (2021)