Mingfu Xue

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 60

Top Topics

Simulation Models

Top Venues

IET Comput. Digit. Tech.

Publications

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) (2024)
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) (2024)
Mingfu Xue, Shifeng Ni, Yinghao Wu, Yushu Zhang, Weiqiang Liu
Imperceptible and multi-channel backdoor attack. Appl. Intell. 54 (1) (2024)
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)
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)
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) (2023)
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) (2023)
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) (2023)
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) (2023)
Mingfu Xue, Xin Wang, Shichang Sun, Yushu Zhang, Jian Wang, Weiqiang Liu
Compression-resistant backdoor attack against deep neural networks. Appl. Intell. 53 (17) (2023)
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) (2023)
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 (2023)
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) (2023)
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 (2023)
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) (2023)
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 (2022)
Mingfu Xue, Xin Wang, Shichang Sun, Yushu Zhang, Jian Wang, Weiqiang Liu
Compression-Resistant Backdoor Attack against Deep Neural Networks. CoRR (2022)
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) (2022)
Mingfu Xue, Shifeng Ni, Yinghao Wu, Yushu Zhang, Jian Wang, Weiqiang Liu
Imperceptible and Multi-channel Backdoor Attack against Deep Neural Networks. CoRR (2022)
Yinghao Wu, Mingfu Xue, Dujuan Gu, Yushu Zhang, Weiqiang Liu
Sample-Specific Backdoor based Active Intellectual Property Protection for Deep Neural Networks. AICAS (2022)
Qing Tan, Shuren Qi, Yushu Zhang, Mingfu Xue
PRNU-based Image Forgery Localization With Convolutional Neural Network. MMSP (2022)
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 (2022)
Yushu Zhang, Jiahao Zhu, Mingfu Xue, Xinpeng Zhang, Xiaochun Cao
Adaptive 3D Mesh Steganography Based on Feature-Preserving Distortion. CoRR (2022)
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) (2022)
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) (2022)
Yushu Zhang, Nuo Chen, Shu-Ren Qi, Mingfu Xue, Xiaochun Cao
Detecting Recolored Image by Spatial Correlation. CoRR (2022)
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 (2021)
Mingfu Xue, Yinghao Wu, Zhiyu Wu, Jian Wang, Yushu Zhang, Weiqiang Liu
Detecting Backdoor in Deep Neural Networks via Intentional Adversarial Perturbations. CoRR (2021)
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 (2021)
Shichang Sun, Mingfu Xue, Jian Wang, Weiqiang Liu
Protecting the Intellectual Properties of Deep Neural Networks with an Additional Class and Steganographic Images. CoRR (2021)
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)
Mingfu Xue, Shichang Sun, Can He, Yushu Zhang, Jian Wang, Weiqiang Liu
ActiveGuard: An Active DNN IP Protection Technique via Adversarial Examples. CoRR (2021)
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) (2021)
Mingfu Xue, Can He, Shichang Sun, Jian Wang, Weiqiang Liu
Robust Backdoor Attacks against Deep Neural Networks in Real Physical World. TrustCom (2021)
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 (2021)
Mingfu Xue, Jian Wang, Weiqiang Liu
DNN Intellectual Property Protection: Taxonomy, Attacks and Evaluations (Invited Paper). ACM Great Lakes Symposium on VLSI (2021)
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 (2021)
Mingfu Xue, Yinghao Wu, Yushu Zhang, Jian Wang, Weiqiang Liu
Protect the Intellectual Property of Dataset against Unauthorized Use. CoRR (2021)
Mingfu Xue, Can He, Shichang Sun, Jian Wang, Weiqiang Liu
Robust Backdoor Attacks against Deep Neural Networks in Real Physical World. CoRR (2021)
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)
Mingfu Xue, Can He, Zhiyu Wu, Jian Wang, Zhe Liu, Weiqiang Liu
3D Invisible Cloak. CoRR (2020)
Mingfu Xue, Chengxiang Yuan, Heyi Wu, Yushu Zhang, Weiqiang Liu
Machine Learning Security: Threats, Countermeasures, and Evaluations. IEEE Access 8 (2020)
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 (2020)
Mingfu Xue, Can He, Jian Wang, Weiqiang Liu
LOPA: A linear offset based poisoning attack method against adaptive fingerprint authentication system. Comput. Secur. 99 (2020)
Mingfu Xue, Can He, Jian Wang, Weiqiang Liu
DNN Intellectual Property Protection: Taxonomy, Methods, Attack Resistance, and Evaluations. CoRR (2020)
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)
Mingfu Xue, Chengxiang Yuan, Can He, Jian Wang, Weiqiang Liu
Robust and Natural Physical Adversarial Examples for Object Detectors. CoRR (2020)
Mingfu Xue, Shichang Sun, Zhiyu Wu, Can He, Jian Wang, Weiqiang Liu
SocialGuard: An Adversarial Example Based Privacy-Preserving Technique for Social Images. CoRR (2020)
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) (2020)
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 (2020)
Chengxiang Yuan, Mingfu Xue, Lingling Zhang, Heyi Wu
Robustness Analysis on Natural Language Processing Based AI Q&A Robots. MLICOM (2019)
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 (2019)
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 (2019)
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) (2019)
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)
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)
Rongzhen Bian, Mingfu Xue, Jian Wang
A Novel Golden Models-Free Hardware Trojan Detection Technique Using Unsupervised Clustering Analysis. ICCCS (4) (2018)
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) (2017)
Mingfu Xue, Jian Wang, Aiqun Hu
An enhanced classification-based golden chips-free hardware Trojan detection technique. AsianHOST (2016)
Junchao Luan, Jian Wang, Mingfu Xue
Automated Vulnerability Modeling and Verification for Penetration Testing Using Petri Nets. ICCCS (2) (2016)
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)
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) (2014)
Mingfu Xue, Wei Liu, Aiqun Hu, Youdong Wang
Detecting Hardware Trojan through Time Domain Constrained Estimator Based Unified Subspace Technique. IEICE Trans. Inf. Syst. (3) (2014)
Mingfu Xue, Aiqun Hu, Yi Huang, Guyue Li
Monte Carlo Based Test Pattern Generation for Hardware Trojan Detection. DASC (2013)
Mingfu Xue, Aiqun Hu, Chunlong He
Application-Oriented Confidentiality and Integrity Dynamic Union Security Model Based on MLS Policy. IEICE Trans. Inf. Syst. (6) (2012)