Mingfu Xue

According to our database, Mingfu Xue authored at least 60 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

PS-Net: A Learning Strategy for Accurately Exposing the Professional Photoshop Inpainting.

Yushu Zhang, Zhibin Fu, Shuren Qi, Mingfu Xue, Xiaochun Cao, Yong Xiang

IEEE Trans. Neural Networks Learn. Syst., October, 2024

An Explainable Intellectual Property Protection Method for Deep Neural Networks Based on Intrinsic Features.

Mingfu Xue, Xin Wang, Yinghao Wu, Shifeng Ni, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu

IEEE Trans. Artif. Intell., September, 2024

Adaptive 3D Mesh Steganography Based on Feature-Preserving Distortion.

Yushu Zhang, Jiahao Zhu, Mingfu Xue, Xinpeng Zhang, Xiaochun Cao

IEEE Trans. Vis. Comput. Graph., August, 2024

Untargeted Backdoor Attack Against Deep Neural Networks With Imperceptible Trigger.

Mingfu Xue, Yinghao Wu, Shifeng Ni, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu

IEEE Trans. Ind. Informatics, March, 2024

Imperceptible and multi-channel backdoor attack.

Mingfu Xue, Shifeng Ni, Yinghao Wu, Yushu Zhang, Weiqiang Liu

Appl. Intell., January, 2024

An Imperceptible and Owner-unique Watermarking Method for Graph Neural Networks.

Linji Zhang, Mingfu Xue, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu

Proceedings of the ACM Turing Award Celebration Conference 2024, 2024

Tracking the Leaker: An Encodable Watermarking Method for Dataset Intellectual Property Protection.

Yifan Shang, Mingfu Xue, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu

Proceedings of the ACM Turing Award Celebration Conference 2024, 2024

2023

Compression-resistant backdoor attack against deep neural networks.

Mingfu Xue, Xin Wang, Shichang Sun, Yushu Zhang, Jian Wang, Weiqiang Liu

Appl. Intell., September, 2023

Detecting backdoor in deep neural networks via intentional adversarial perturbations.

Mingfu Xue, Yinghao Wu, Zhiyu Wu, Yushu Zhang, Jian Wang, Weiqiang Liu

Inf. Sci., July, 2023

Localization of Inpainting Forgery With Feature Enhancement Network.

Yushu Zhang, Zhibin Fu, Shuren Qi, Mingfu Xue, Zhongyun Hua, Yong Xiang

IEEE Trans. Big Data, June, 2023

Dataset authorization control: protect the intellectual property of dataset via reversible feature space adversarial examples.

Mingfu Xue, Yinghao Wu, Yushu Zhang, Jian Wang, Weiqiang Liu

Appl. Intell., March, 2023

PRNU-based Image Forgery Localization with Deep Multi-scale Fusion.

Yushu Zhang, Qing Tan, Shuren Qi, Mingfu Xue

ACM Trans. Multim. Comput. Commun. Appl., 2023

Detection of Recolored Image by Texture Features in Chrominance Components.

Yushu Zhang, Nuo Chen, Shuren Qi, Mingfu Xue, Zhongyun Hua

ACM Trans. Multim. Comput. Commun. Appl., 2023

Use the Spear as a Shield: An Adversarial Example Based Privacy-Preserving Technique Against Membership Inference Attacks.

Mingfu Xue, Chengxiang Yuan, Can He, Yinghao Wu, Zhiyu Wu, Yushu Zhang, Zhe Liu, Weiqiang Liu

IEEE Trans. Emerg. Top. Comput., 2023

AdvParams: An Active DNN Intellectual Property Protection Technique via Adversarial Perturbation Based Parameter Encryption.

Mingfu Xue, Zhiyu Wu, Yushu Zhang, Jian Wang, Weiqiang Liu

IEEE Trans. Emerg. Top. Comput., 2023

ActiveGuard: An active intellectual property protection technique for deep neural networks by leveraging adversarial examples as users' fingerprints.

Mingfu Xue, Shichang Sun, Can He, Dujuan Gu, Yushu Zhang, Jian Wang, Weiqiang Liu

IET Comput. Digit. Tech., 2023

Turn Passive to Active: A Survey on Active Intellectual Property Protection of Deep Learning Models.

Mingfu Xue, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu

CoRR, 2023

2022

One-to-N & N-to-One: Two Advanced Backdoor Attacks Against Deep Learning Models.

Mingfu Xue, Can He, Jian Wang, Weiqiang Liu

IEEE Trans. Dependable Secur. Comput., 2022

Intellectual Property Protection for Deep Learning Models: Taxonomy, Methods, Attacks, and Evaluations.

Mingfu Xue, Yushu Zhang, Jian Wang, Weiqiang Liu

IEEE Trans. Artif. Intell., 2022

InFIP: An Explainable DNN Intellectual Property Protection Method based on Intrinsic Features.

Mingfu Xue, Xin Wang, Yinghao Wu, Shifeng Ni, Yushu Zhang, Weiqiang Liu

CoRR, 2022

Detecting Recolored Image by Spatial Correlation.

Yushu Zhang, Nuo Chen, Shuren Qi, Mingfu Xue, Xiaochun Cao

CoRR, 2022

Imperceptible and Multi-channel Backdoor Attack against Deep Neural Networks.

Mingfu Xue, Shifeng Ni, Yinghao Wu, Yushu Zhang, Jian Wang, Weiqiang Liu

CoRR, 2022

PTB: Robust physical backdoor attacks against deep neural networks in real world.

Mingfu Xue, Can He, Yinghao Wu, Shichang Sun, Yushu Zhang, Jian Wang, Weiqiang Liu

Comput. Secur., 2022

Active intellectual property protection for deep neural networks through stealthy backdoor and users' identities authentication.

Mingfu Xue, Shichang Sun, Yushu Zhang, Jian Wang, Weiqiang Liu

Appl. Intell., 2022

PRNU-based Image Forgery Localization With Convolutional Neural Network.

Qing Tan, Shuren Qi, Yushu Zhang, Mingfu Xue

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Sample-Specific Backdoor based Active Intellectual Property Protection for Deep Neural Networks.

Yinghao Wu, Mingfu Xue, Dujuan Gu, Yushu Zhang, Weiqiang Liu

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

Backdoors hidden in facial features: a novel invisible backdoor attack against face recognition systems.

Mingfu Xue, Can He, Jian Wang, Weiqiang Liu

Peer-to-Peer Netw. Appl., 2021

NaturalAE: Natural and robust physical adversarial examples for object detectors.

Mingfu Xue, Chengxiang Yuan, Can He, Jian Wang, Weiqiang Liu

J. Inf. Secur. Appl., 2021

SocialGuard: An adversarial example based privacy-preserving technique for social images.

Mingfu Xue, Shichang Sun, Zhiyu Wu, Can He, Jian Wang, Weiqiang Liu

J. Inf. Secur. Appl., 2021

Protect the Intellectual Property of Dataset against Unauthorized Use.

Mingfu Xue, Yinghao Wu, Yushu Zhang, Jian Wang, Weiqiang Liu

CoRR, 2021

Protecting the Intellectual Properties of Deep Neural Networks with an Additional Class and Steganographic Images.

Shichang Sun, Mingfu Xue, Jian Wang, Weiqiang Liu

CoRR, 2021

ActiveGuard: An Active DNN IP Protection Technique via Adversarial Examples.

Mingfu Xue, Shichang Sun, Can He, Yushu Zhang, Jian Wang, Weiqiang Liu

CoRR, 2021

Robust Backdoor Attacks against Deep Neural Networks in Real Physical World.

Mingfu Xue, Can He, Shichang Sun, Jian Wang, Weiqiang Liu

Proceedings of the 20th IEEE International Conference on Trust, 2021

Detect and Remove Watermark in Deep Neural Networks via Generative Adversarial Networks.

Shichang Sun, Haoqi Wang, Mingfu Xue, Yushu Zhang, Jian Wang, Weiqiang Liu

Proceedings of the Information Security - 24th International Conference, 2021

DNN Intellectual Property Protection: Taxonomy, Attacks and Evaluations (Invited Paper).

Mingfu Xue, Jian Wang, Weiqiang Liu

Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

2020

DPAEG: A Dependency Parse-Based Adversarial Examples Generation Method for Intelligent Q&A Robots.

Mingfu Xue, Chengxiang Yuan, Jian Wang, Weiqiang Liu

Secur. Commun. Networks, 2020

Ten years of hardware Trojans: a survey from the attacker's perspective.

Mingfu Xue, Chongyan Gu, Weiqiang Liu, Shichao Yu, Máire O'Neill

IET Comput. Digit. Tech., 2020

3D Invisible Cloak.

Mingfu Xue, Can He, Zhiyu Wu, Jian Wang, Zhe Liu, Weiqiang Liu

CoRR, 2020

Use the Spear as a Shield: A Novel Adversarial Example based Privacy-Preserving Technique against Membership Inference Attacks.

Mingfu Xue, Chengxiang Yuan, Can He, Zhiyu Wu, Yushu Zhang, Zhe Liu, Weiqiang Liu

CoRR, 2020

Robust and Natural Physical Adversarial Examples for Object Detectors.

Mingfu Xue, Chengxiang Yuan, Can He, Jian Wang, Weiqiang Liu

CoRR, 2020

DNN Intellectual Property Protection: Taxonomy, Methods, Attack Resistance, and Evaluations.

Mingfu Xue, Can He, Jian Wang, Weiqiang Liu

CoRR, 2020

LOPA: A linear offset based poisoning attack method against adaptive fingerprint authentication system.

Mingfu Xue, Can He, Jian Wang, Weiqiang Liu

Comput. Secur., 2020

Machine Learning Security: Threats, Countermeasures, and Evaluations.

Mingfu Xue, Chengxiang Yuan, Heyi Wu, Yushu Zhang, Weiqiang Liu

IEEE Access, 2020

Active DNN IP Protection: A Novel User Fingerprint Management and DNN Authorization Control Technique.

Mingfu Xue, Zhiyu Wu, Can He, Jian Wang, Weiqiang Liu

Proceedings of the 19th IEEE International Conference on Trust, 2020

Embedding Backdoors as the Facial Features: Invisible Backdoor Attacks Against Face Recognition Systems.

Can He, Mingfu Xue, Jian Wang, Weiqiang Liu

Proceedings of the ACM TUR-C'20: ACM Turing Celebration Conference, 2020

2019

SSL: A Novel Image Hashing Technique Using SIFT Keypoints with Saliency Detection and LBP Feature Extraction against Combinatorial Manipulations.

Mingfu Xue, Chengxiang Yuan, Zhe Liu, Jian Wang

Secur. Commun. Networks, 2019

Building an accurate hardware Trojan detection technique from inaccurate simulation models and unlabelled ICs.

Mingfu Xue, Rongzhen Bian, Jian Wang, Weiqiang Liu

IET Comput. Digit. Tech., 2019

Defeating Untrustworthy Testing Parties: A Novel Hybrid Clustering Ensemble Based Golden Models-Free Hardware Trojan Detection Method.

Mingfu Xue, Rongzhen Bian, Weiqiang Liu, Jian Wang

IEEE Access, 2019

Robustness Analysis on Natural Language Processing Based AI Q&A Robots.

Chengxiang Yuan, Mingfu Xue, Lingling Zhang, Heyi Wu

Proceedings of the Machine Learning and Intelligent Communications, 2019

2018

A Co-training Based Hardware Trojan Detection Technique by Exploiting Unlabeled ICs and Inaccurate Simulation Models.

Mingfu Xue, Rongzhen Bian, Jian Wang, Weiqiang Liu

Proceedings of the 17th IEEE International Conference On Trust, 2018

Building Trusted Golden Models-Free Hardware Trojan Detection Framework Against Untrustworthy Testing Parties Using a Novel Clustering Ensemble Technique.

Rongzhen Bian, Mingfu Xue, Jian Wang

Proceedings of the 17th IEEE International Conference On Trust, 2018

A Novel Golden Models-Free Hardware Trojan Detection Technique Using Unsupervised Clustering Analysis.

Rongzhen Bian, Mingfu Xue, Jian Wang

Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

2017

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).

Yueping Yang, Jian Wang, Mingfu Xue

计算机科学, 2017

2016

Automated Vulnerability Modeling and Verification for Penetration Testing Using Petri Nets.

Junchao Luan, Jian Wang, Mingfu Xue

Proceedings of the Cloud Computing and Security - Second International Conference, 2016

An enhanced classification-based golden chips-free hardware Trojan detection technique.

Mingfu Xue, Jian Wang, Aiqun Hu

Proceedings of the 2016 IEEE Asian Hardware-Oriented Security and Trust, 2016

2015

Security Against Hardware Trojan Attacks Through a Novel Chaos FSM and Delay Chains Array PUF Based Design Obfuscation Scheme.

Mingfu Xue, Jian Wang, Youdong Wang, Aiqun Hu

Proceedings of the Cloud Computing and Security - First International Conference, 2015

2014

An Integer Time Delay Estimation Algorithm Based on Zadoff-Chu Sequence in OFDM Systems.

Yi Huang, Aiqun Hu, Yongming Huang, Shengdong Xie, Delai Zhu, Mingfu Xue

IEEE Trans. Veh. Technol., 2014

Detecting Hardware Trojan through Time Domain Constrained Estimator Based Unified Subspace Technique.

Mingfu Xue, Wei Liu, Aiqun Hu, Youdong Wang

IEICE Trans. Inf. Syst., 2014

2013

Monte Carlo Based Test Pattern Generation for Hardware Trojan Detection.

Mingfu Xue, Aiqun Hu, Yi Huang, Guyue Li

Proceedings of the IEEE 11th International Conference on Dependable, 2013

2012

Application-Oriented Confidentiality and Integrity Dynamic Union Security Model Based on MLS Policy.

Mingfu Xue, Aiqun Hu, Chunlong He

IEICE Trans. Inf. Syst., 2012