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ORCIDHuming Qiu
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2020 – today
- 2024
[j4]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): 1155-1172 (2024)- [j3]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: 455-468 (2024) - [j2]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: 2356-2369 (2024) - [c4]Hua Ma, Shang Wang, Yansong Gao, Zhi Zhang, Huming Qiu, Minhui Xue, Alsharif Abuadbba, Anmin Fu, Surya Nepal, Derek Abbott:
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense. CCS 2024: 4465-4479 - [c3]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. SP 2024: 2124-2141 - [c2]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. SP 2024: 3311-3326 - [i7]Huming Qiu, Guanxu Chen, Mi Zhang, Min Yang:
Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding. CoRR abs/2411.10329 (2024) - 2023
- [j1]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): 1185-1198 (2023) - [i6]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 abs/2309.11894 (2023) - [i5]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 abs/2312.04902 (2023) - 2022
- [c1]Jiaguo Yu, Huming Qiu, Dubing Chen, Haofeng Zhang:
Weighted Contrastive Hashing. ACCV (5) 2022: 251-266 - [i4]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 abs/2204.06273 (2022) - [i3]Jiaguo Yu, Huming Qiu, Dubing Chen, Haofeng Zhang:
Weighted Contrastive Hashing. CoRR abs/2209.14099 (2022) - 2021
- [i2]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 abs/2105.03822 (2021) - [i1]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 abs/2108.09187 (2021)
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