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2020 – today
- 2024
[j34]Mingfu Xue
, Shifeng Ni, Yinghao Wu, Yushu Zhang, Weiqiang Liu:
Imperceptible and multi-channel backdoor attack. Appl. Intell. 54(11-12): 1099-1116 (2024)- [j33]Mingfu Xue, Jinlong Fu, Zhiyuan Li, Shifeng Ni, Heyi Wu, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu:
A Reinforcement Learning-Based ELF Adversarial Malicious Sample Generation Method. IEEE J. Emerg. Sel. Topics Circuits Syst. 14(4): 743-757 (2024) - [j32]Mingfu Xue, Xin Wang, Yinghao Wu, Shifeng Ni, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu:
An Explainable Intellectual Property Protection Method for Deep Neural Networks Based on Intrinsic Features. IEEE Trans. Artif. Intell. 5(9): 4649-4659 (2024) - [j31]Mingfu Xue, Yinghao Wu, Shifeng Ni, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu:
Untargeted Backdoor Attack Against Deep Neural Networks With Imperceptible Trigger. IEEE Trans. Ind. Informatics 20(3): 5004-5013 (2024) - [j30]Yushu Zhang, Zhibin Fu, Shuren Qi, Mingfu Xue, Xiaochun Cao, Yong Xiang:
PS-Net: A Learning Strategy for Accurately Exposing the Professional Photoshop Inpainting. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13874-13886 (2024) - [j29]Mingfu Xue, Yinghao Wu, Leo Yu Zhang, Dujuan Gu, Yushu Zhang, Weiqiang Liu:
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) - [j28]Yushu Zhang, Jiahao Zhu, Mingfu Xue, Xinpeng Zhang, Xiaochun Cao:
Adaptive 3D Mesh Steganography Based on Feature-Preserving Distortion. IEEE Trans. Vis. Comput. Graph. 30(8): 5299-5312 (2024) - [c17]Yifan Shang, Mingfu Xue, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu:
Tracking the Leaker: An Encodable Watermarking Method for Dataset Intellectual Property Protection. ACM TUR-C 2024 - [c16]Linji Zhang, Mingfu Xue, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu:
An Imperceptible and Owner-unique Watermarking Method for Graph Neural Networks. ACM TUR-C 2024 - 2023
- [j27]Mingfu Xue, Yinghao Wu, Yushu Zhang, Jian Wang, Weiqiang Liu:
Dataset authorization control: protect the intellectual property of dataset via reversible feature space adversarial examples. Appl. Intell. 53(6): 7298-7309 (2023) - [j26]Mingfu Xue, Xin Wang, Shichang Sun, Yushu Zhang, Jian Wang, Weiqiang Liu:
Compression-resistant backdoor attack against deep neural networks. Appl. Intell. 53(17): 20402-20417 (2023) - [j25]Mingfu Xue, Shichang Sun, Can He, Dujuan Gu, Yushu Zhang, Jian Wang, Weiqiang Liu:
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) - [j24]Mingfu Xue, Yinghao Wu, Zhiyu Wu, Yushu Zhang, Jian Wang, Weiqiang Liu:
Detecting backdoor in deep neural networks via intentional adversarial perturbations. Inf. Sci. 634: 564-577 (2023) - [j23]Yushu Zhang, Zhibin Fu, Shuren Qi, Mingfu Xue, Zhongyun Hua, Yong Xiang:
Localization of Inpainting Forgery With Feature Enhancement Network. IEEE Trans. Big Data 9(3): 936-948 (2023) - [j22]Mingfu Xue, Chengxiang Yuan, Can He, Yinghao Wu, Zhiyu Wu, Yushu Zhang, Zhe Liu, Weiqiang Liu:
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) - [j21]Mingfu Xue, Zhiyu Wu, Yushu Zhang, Jian Wang, Weiqiang Liu:
AdvParams: An Active DNN Intellectual Property Protection Technique via Adversarial Perturbation Based Parameter Encryption. IEEE Trans. Emerg. Top. Comput. 11(3): 664-678 (2023) - [j20]Yushu Zhang, Qing Tan, Shuren Qi, Mingfu Xue:
PRNU-based Image Forgery Localization with Deep Multi-scale Fusion. ACM Trans. Multim. Comput. Commun. Appl. 19(2): 67:1-67:20 (2023) - [j19]Yushu Zhang, Nuo Chen, Shuren Qi, Mingfu Xue, Zhongyun Hua:
Detection of Recolored Image by Texture Features in Chrominance Components. ACM Trans. Multim. Comput. Commun. Appl. 19(3): 121:1-121:23 (2023) - [i18]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
- [j18]Mingfu Xue, Shichang Sun, Yushu Zhang, Jian Wang, Weiqiang Liu:
Active intellectual property protection for deep neural networks through stealthy backdoor and users' identities authentication. Appl. Intell. 52(14): 16497-16511 (2022) - [j17]Mingfu Xue, Can He, Yinghao Wu, Shichang Sun, Yushu Zhang, Jian Wang, Weiqiang Liu:
PTB: Robust physical backdoor attacks against deep neural networks in real world. Comput. Secur. 118: 102726 (2022) - [j16]Mingfu Xue, Yushu Zhang, Jian Wang, Weiqiang Liu:
Intellectual Property Protection for Deep Learning Models: Taxonomy, Methods, Attacks, and Evaluations. IEEE Trans. Artif. Intell. 3(6): 908-923 (2022) - [j15]Mingfu Xue, Can He, Jian Wang, Weiqiang Liu:
One-to-N & N-to-One: Two Advanced Backdoor Attacks Against Deep Learning Models. IEEE Trans. Dependable Secur. Comput. 19(3): 1562-1578 (2022) - [c15]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 - [c14]Qing Tan, Shuren Qi, Yushu Zhang, Mingfu Xue:
PRNU-based Image Forgery Localization With Convolutional Neural Network. MMSP 2022: 1-6 - [i17]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) - [i16]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) - [i15]Yushu Zhang, Nuo Chen, Shuren Qi, Mingfu Xue, Xiaochun Cao:
Detecting Recolored Image by Spatial Correlation. CoRR abs/2204.10973 (2022) - [i14]Yushu Zhang, Jiahao Zhu, Mingfu Xue, Xinpeng Zhang, Xiaochun Cao:
Adaptive 3D Mesh Steganography Based on Feature-Preserving Distortion. CoRR abs/2209.08884 (2022) - [i13]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
- [j14]Mingfu Xue, Chengxiang Yuan, Can He, Jian Wang, Weiqiang Liu:
NaturalAE: Natural and robust physical adversarial examples for object detectors. J. Inf. Secur. Appl. 57: 102694 (2021) - [j13]Mingfu Xue, Shichang Sun, Zhiyu Wu, Can He, Jian Wang, Weiqiang Liu:
SocialGuard: An adversarial example based privacy-preserving technique for social images. J. Inf. Secur. Appl. 63: 102993 (2021) - [j12]Mingfu Xue, Can He, Jian Wang, Weiqiang Liu:
Backdoors hidden in facial features: a novel invisible backdoor attack against face recognition systems. Peer-to-Peer Netw. Appl. 14(3): 1458-1474 (2021) - [c13]Mingfu Xue, Jian Wang, Weiqiang Liu:
DNN Intellectual Property Protection: Taxonomy, Attacks and Evaluations (Invited Paper). ACM Great Lakes Symposium on VLSI 2021: 455-460 - [c12]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 - [c11]Mingfu Xue, Can He, Shichang Sun, Jian Wang, Weiqiang Liu:
Robust Backdoor Attacks against Deep Neural Networks in Real Physical World. TrustCom 2021: 620-626 - [i12]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) - [i11]Mingfu Xue, Can He, Shichang Sun, Jian Wang, Weiqiang Liu:
Robust Backdoor Attacks against Deep Neural Networks in Real Physical World. CoRR abs/2104.07395 (2021) - [i10]Shichang Sun, Mingfu Xue, Jian Wang, Weiqiang Liu:
Protecting the Intellectual Properties of Deep Neural Networks with an Additional Class and Steganographic Images. CoRR abs/2104.09203 (2021) - [i9]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) - [i8]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) - [i7]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) - [i6]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
- [j11]Mingfu Xue, Chengxiang Yuan, Heyi Wu, Yushu Zhang, Weiqiang Liu:
Machine Learning Security: Threats, Countermeasures, and Evaluations. IEEE Access 8: 74720-74742 (2020) - [j10]Mingfu Xue, Can He, Jian Wang, Weiqiang Liu:
LOPA: A linear offset based poisoning attack method against adaptive fingerprint authentication system. Comput. Secur. 99: 102046 (2020) - [j9]Mingfu Xue, Chongyan Gu, Weiqiang Liu, Shichao Yu, Máire O'Neill:
Ten years of hardware Trojans: a survey from the attacker's perspective. IET Comput. Digit. Tech. 14(6): 231-246 (2020) - [j8]Mingfu Xue, Chengxiang Yuan, Jian Wang, Weiqiang Liu:
DPAEG: A Dependency Parse-Based Adversarial Examples Generation Method for Intelligent Q&A Robots. Secur. Commun. Networks 2020: 5890820:1-5890820:15 (2020) - [c10]Can He, Mingfu Xue, Jian Wang, Weiqiang Liu:
Embedding Backdoors as the Facial Features: Invisible Backdoor Attacks Against Face Recognition Systems. ACM TUR-C 2020: 231-235 - [c9]Mingfu Xue, Zhiyu Wu, Can He, Jian Wang, Weiqiang Liu:
Active DNN IP Protection: A Novel User Fingerprint Management and DNN Authorization Control Technique. TrustCom 2020: 975-982 - [i5]Mingfu Xue, Shichang Sun, Zhiyu Wu, Can He, Jian Wang, Weiqiang Liu:
SocialGuard: An Adversarial Example Based Privacy-Preserving Technique for Social Images. CoRR abs/2011.13560 (2020) - [i4]Mingfu Xue, Can He, Jian Wang, Weiqiang Liu:
DNN Intellectual Property Protection: Taxonomy, Methods, Attack Resistance, and Evaluations. CoRR abs/2011.13564 (2020) - [i3]Mingfu Xue, Chengxiang Yuan, Can He, Jian Wang, Weiqiang Liu:
Robust and Natural Physical Adversarial Examples for Object Detectors. CoRR abs/2011.13692 (2020) - [i2]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) - [i1]Mingfu Xue, Can He, Zhiyu Wu, Jian Wang, Zhe Liu, Weiqiang Liu:
3D Invisible Cloak. CoRR abs/2011.13705 (2020)
2010 – 2019
- 2019
- [j7]Mingfu Xue, Rongzhen Bian, Weiqiang Liu, Jian Wang:
Defeating Untrustworthy Testing Parties: A Novel Hybrid Clustering Ensemble Based Golden Models-Free Hardware Trojan Detection Method. IEEE Access 7: 5124-5140 (2019) - [j6]Mingfu Xue, Rongzhen Bian, Jian Wang, Weiqiang Liu:
Building an accurate hardware Trojan detection technique from inaccurate simulation models and unlabelled ICs. IET Comput. Digit. Tech. 13(4): 348-359 (2019) - [j5]Mingfu Xue, Chengxiang Yuan, Zhe Liu, Jian Wang:
SSL: A Novel Image Hashing Technique Using SIFT Keypoints with Saliency Detection and LBP Feature Extraction against Combinatorial Manipulations. Secur. Commun. Networks 2019: 9795621:1-9795621:18 (2019) - [c8]Chengxiang Yuan, Mingfu Xue, Lingling Zhang, Heyi Wu:
Robustness Analysis on Natural Language Processing Based AI Q&A Robots. MLICOM 2019: 695-711 - 2018
- [c7]Rongzhen Bian, Mingfu Xue, Jian Wang:
A Novel Golden Models-Free Hardware Trojan Detection Technique Using Unsupervised Clustering Analysis. ICCCS (4) 2018: 634-646 - [c6]Mingfu Xue, Rongzhen Bian, Jian Wang, Weiqiang Liu:
A Co-training Based Hardware Trojan Detection Technique by Exploiting Unlabeled ICs and Inaccurate Simulation Models. TrustCom/BigDataSE 2018: 1452-1457 - [c5]Rongzhen Bian, Mingfu Xue, Jian Wang:
Building Trusted Golden Models-Free Hardware Trojan Detection Framework Against Untrustworthy Testing Parties Using a Novel Clustering Ensemble Technique. TrustCom/BigDataSE 2018: 1458-1463 - 2017
- [j4]Yueping Yang, Jian Wang, Mingfu Xue:
面向敏感值的层次化多源数据融合隐私保护 (Hierarchical Privacy Protection of Multi-source Data Fusion for Sensitive Value). 计算机科学 44(9): 156-161 (2017) - 2016
- [c4]Mingfu Xue, Jian Wang, Aiqun Hu:
An enhanced classification-based golden chips-free hardware Trojan detection technique. AsianHOST 2016: 1-6 - [c3]Junchao Luan, Jian Wang, Mingfu Xue:
Automated Vulnerability Modeling and Verification for Penetration Testing Using Petri Nets. ICCCS (2) 2016: 71-82 - 2015
- [c2]Mingfu Xue, Jian Wang, Youdong Wang, Aiqun Hu:
Security Against Hardware Trojan Attacks Through a Novel Chaos FSM and Delay Chains Array PUF Based Design Obfuscation Scheme. ICCCS 2015: 14-24 - 2014
- [j3]Mingfu Xue, Wei Liu, Aiqun Hu, Youdong Wang:
Detecting Hardware Trojan through Time Domain Constrained Estimator Based Unified Subspace Technique. IEICE Trans. Inf. Syst. 97-D(3): 606-609 (2014) - [j2]Yi Huang, Aiqun Hu, Yongming Huang, Shengdong Xie, Delai Zhu, Mingfu Xue:
An Integer Time Delay Estimation Algorithm Based on Zadoff-Chu Sequence in OFDM Systems. IEEE Trans. Veh. Technol. 63(6): 2941-2947 (2014) - 2013
- [c1]Mingfu Xue, Aiqun Hu, Yi Huang, Guyue Li:
Monte Carlo Based Test Pattern Generation for Hardware Trojan Detection. DASC 2013: 131-136 - 2012
- [j1]Mingfu Xue, Aiqun Hu, Chunlong He:
Application-Oriented Confidentiality and Integrity Dynamic Union Security Model Based on MLS Policy. IEICE Trans. Inf. Syst. 95-D(6): 1694-1697 (2012)
Coauthor Index
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