Quantization Backdoors to Deep Learning Models. - Hua Ma; Huming Qiu; Yansong Gao 001; Zhi Zhang 001; Alsharif Abuadbba; Anmin Fu; Said F. Al-Sarawi; Derek Abbott (CoRR, 2021)

Weighted Contrastive Hashing. - Jiaguo Yu; Huming Qiu; Dubing Chen; Haofeng Zhang 001 (ACCV (5), 2022)

Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures. - Huming Qiu; Hua Ma; Zhi Zhang 001; Alsharif Abuadbba; Wei Kang 004; Anmin Fu; Yansong Gao 001 (CoRR, 2022)

RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network With IP Protection for Internet of Things. - Huming Qiu; Hua Ma; Zhi Zhang 001; Yansong Gao 001; Yifeng Zheng; Anmin Fu; Pan Zhou 001; Derek Abbott; Said F. Al-Sarawi (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense. - Hua Ma; Shang Wang; Yansong Gao 001; Zhi Zhang 001; Huming Qiu; Minhui Xue 001; Alsharif Abuadbba; Anmin Fu; Surya Nepal; Derek Abbott (CCS, 2024)

DeepTheft: Stealing DNN Model Architectures through Power Side Channel. - Yansong Gao 001; Huming Qiu; Zhi Zhang 001; Binghui Wang; Hua Ma; Alsharif Abuadbba; Minhui Xue 001; Anmin Fu; Surya Nepal (SP, 2024)

BELT: Old-School Backdoor Attacks can Evade the State-of-the-Art Defense with Backdoor Exclusivity Lifting. - Huming Qiu; Junjie Sun; Mi Zhang 001; Xudong Pan; Min Yang 002 (SP, 2024)

Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding. - Huming Qiu; Guanxu Chen; Mi Zhang 001; Min Yang 002 (CoRR, 2024)

Quantization Backdoors to Deep Learning Commercial Frameworks. - Hua Ma; Huming Qiu; Yansong Gao 001; Zhi Zhang 001; Alsharif Abuadbba; Minhui Xue 001; Anmin Fu; Jiliang Zhang 002; Said F. Al-Sarawi; Derek Abbott (IEEE Trans. Dependable Secur. Comput., 2024)

On Model Outsourcing Adaptive Attacks to Deep Learning Backdoor Defenses. - Huaibing Peng; Huming Qiu; Hua Ma; Shuo Wang 012; Anmin Fu; Said F. Al-Sarawi; Derek Abbott; Yansong Gao 001 (IEEE Trans. Inf. Forensics Secur., 2024)

Toward a Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures. - Huming Qiu; Hua Ma; Zhi Zhang 001; Alsharif Abuadbba; Wei Kang 004; Anmin Fu; Yansong Gao 001 (IEEE Trans. Inf. Forensics Secur., 2024)