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Yushu Zhang 0001
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Publications
- 2025
- [j197]Mingfu Xue
, Can He
3D Invisible Cloak: A Robust Person Stealth Attack Against Object Detector in Complex 3D Physical Scenarios. IEEE Trans. Emerg. Top. Comput. 13(3): 799-815 (2025) - [j194]Mingfu Xue
An Active Authorization Control Method for Deep Reinforcement Learning Model Based on GANs and Adaptive Trigger. IEEE Trans. Inf. Forensics Secur. 20: 5789-5801 (2025) - 2024
- [j182]Mingfu Xue
Imperceptible and multi-channel backdoor attack. Appl. Intell. 54(11-12): 1099-1116 (2024) - [j178]Mingfu Xue
A Reinforcement Learning-Based ELF Adversarial Malicious Sample Generation Method. IEEE J. Emerg. Sel. Topics Circuits Syst. 14(4): 743-757 (2024) - [j158]Mingfu Xue
An Explainable Intellectual Property Protection Method for Deep Neural Networks Based on Intrinsic Features. IEEE Trans. Artif. Intell. 5(9): 4649-4659 (2024) - [j143]Mingfu Xue
Untargeted Backdoor Attack Against Deep Neural Networks With Imperceptible Trigger. IEEE Trans. Ind. Informatics 20(3): 5004-5013 (2024) - [j134]Mingfu Xue
SSAT: Active Authorization Control and User's Fingerprint Tracking Framework for DNN IP Protection. ACM Trans. Multim. Comput. Commun. Appl. 20(10): 324:1-324:24 (2024) - [c14]Yifan Shang
Tracking the Leaker: An Encodable Watermarking Method for Dataset Intellectual Property Protection. ACM TUR-C 2024 - [c13]Linji Zhang
An Imperceptible and Owner-unique Watermarking Method for Graph Neural Networks. ACM TUR-C 2024 - 2023
- [j127]Mingfu Xue
Dataset authorization control: protect the intellectual property of dataset via reversible feature space adversarial examples. Appl. Intell. 53(6): 7298-7309 (2023) - [j126]Mingfu Xue
Compression-resistant backdoor attack against deep neural networks. Appl. Intell. 53(17): 20402-20417 (2023) - [j120]Mingfu Xue
ActiveGuard: An active intellectual property protection technique for deep neural networks by leveraging adversarial examples as users' fingerprints. IET Comput. Digit. Tech. 17(3-4): 111-126 (2023) - [j116]Mingfu Xue
Detecting backdoor in deep neural networks via intentional adversarial perturbations. Inf. Sci. 634: 564-577 (2023) - [j99]Mingfu Xue
Use the Spear as a Shield: An Adversarial Example Based Privacy-Preserving Technique Against Membership Inference Attacks. IEEE Trans. Emerg. Top. Comput. 11(1): 153-169 (2023) - [j98]Mingfu Xue
AdvParams: An Active DNN Intellectual Property Protection Technique via Adversarial Perturbation Based Parameter Encryption. IEEE Trans. Emerg. Top. Comput. 11(3): 664-678 (2023) - [i25]Mingfu Xue, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu:
Turn Passive to Active: A Survey on Active Intellectual Property Protection of Deep Learning Models. CoRR abs/2310.09822 (2023) - 2022
- [j88]Mingfu Xue
Active intellectual property protection for deep neural networks through stealthy backdoor and users' identities authentication. Appl. Intell. 52(14): 16497-16511 (2022) - [j87]Mingfu Xue
PTB: Robust physical backdoor attacks against deep neural networks in real world. Comput. Secur. 118: 102726 (2022) - [j77]Mingfu Xue
Intellectual Property Protection for Deep Learning Models: Taxonomy, Methods, Attacks, and Evaluations. IEEE Trans. Artif. Intell. 3(6): 908-923 (2022) - [c7]Yinghao Wu, Mingfu Xue, Dujuan Gu, Yushu Zhang, Weiqiang Liu:
Sample-Specific Backdoor based Active Intellectual Property Protection for Deep Neural Networks. AICAS 2022: 316-319 - [i24]Mingfu Xue, Xin Wang, Shichang Sun, Yushu Zhang, Jian Wang, Weiqiang Liu:
Compression-Resistant Backdoor Attack against Deep Neural Networks. CoRR abs/2201.00672 (2022) - [i23]Mingfu Xue, Shifeng Ni, Yinghao Wu, Yushu Zhang, Jian Wang, Weiqiang Liu:
Imperceptible and Multi-channel Backdoor Attack against Deep Neural Networks. CoRR abs/2201.13164 (2022) - [i17]Mingfu Xue, Xin Wang, Yinghao Wu, Shifeng Ni, Yushu Zhang, Weiqiang Liu:
InFIP: An Explainable DNN Intellectual Property Protection Method based on Intrinsic Features. CoRR abs/2210.07481 (2022) - 2021
- [c5]Shichang Sun, Haoqi Wang, Mingfu Xue, Yushu Zhang, Jian Wang, Weiqiang Liu:
Detect and Remove Watermark in Deep Neural Networks via Generative Adversarial Networks. ISC 2021: 341-357 - [i16]Mingfu Xue, Shichang Sun, Can He, Yushu Zhang, Jian Wang, Weiqiang Liu:
ActiveGuard: An Active DNN IP Protection Technique via Adversarial Examples. CoRR abs/2103.01527 (2021) - [i13]Mingfu Xue, Zhiyu Wu, Jian Wang, Yushu Zhang, Weiqiang Liu:
AdvParams: An Active DNN Intellectual Property Protection Technique via Adversarial Perturbation Based Parameter Encryption. CoRR abs/2105.13697 (2021) - [i12]Mingfu Xue, Yinghao Wu, Zhiyu Wu, Jian Wang, Yushu Zhang, Weiqiang Liu:
Detecting Backdoor in Deep Neural Networks via Intentional Adversarial Perturbations. CoRR abs/2105.14259 (2021) - [i11]Haoqi Wang, Mingfu Xue, Shichang Sun, Yushu Zhang, Jian Wang, Weiqiang Liu:
Detect and remove watermark in deep neural networks via generative adversarial networks. CoRR abs/2106.08104 (2021) - [i10]Mingfu Xue, Yinghao Wu, Yushu Zhang, Jian Wang, Weiqiang Liu:
Protect the Intellectual Property of Dataset against Unauthorized Use. CoRR abs/2109.07921 (2021) - 2020
- [j60]Mingfu Xue
Machine Learning Security: Threats, Countermeasures, and Evaluations. IEEE Access 8: 74720-74742 (2020) - [i8]Mingfu Xue, Chengxiang Yuan, Can He, Zhiyu Wu, Yushu Zhang, Zhe Liu, Weiqiang Liu:
Use the Spear as a Shield: A Novel Adversarial Example based Privacy-Preserving Technique against Membership Inference Attacks. CoRR abs/2011.13696 (2020)
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