Mingyuan Fan

According to our database, Mingyuan Fan authored at least 21 papers between 2021 and 2024.

Collaborative distances:

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

2024

Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data.

Zekai Chen, Shengxing Yu, Mingyuan Fan, Ximeng Liu, Robert H. Deng

IEEE Trans. Inf. Forensics Secur., 2024

EIUP: A Training-Free Approach to Erase Non-Compliant Concepts Conditioned on Implicit Unsafe Prompts.

Die Chen, Zhiwen Li, Mingyuan Fan, Cen Chen, Wenmeng Zhou, Yaliang Li

CoRR, 2024

SemiAdv: Query-Efficient Black-Box Adversarial Attack with Unlabeled Images.

Mingyuan Fan, Yang Liu, Cen Chen, Ximeng Liu

CoRR, 2024

Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning.

Mingyuan Fan, Yang Liu, Cen Chen, Chengyu Wang, Minghui Qiu, Wenmeng Zhou

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

FedMCP: Parameter-Efficient Federated Learning with Model-Contrastive Personalization.

Qianyi Zhao, Chen Qu, Cen Chen, Mingyuan Fan, Yanhao Wang

Proceedings of the 30th IEEE International Conference on Parallel and Distributed Systems, 2024

LST2A: Lexical-Syntactic Targeted Adversarial Attack for Texts.

Guanghao Zhou, Panjia Qiu, Mingyuan Fan, Cen Chen, Yaliang Li, Wenmeng Zhou

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

SGFL-Attack: A Similarity-Guidance Strategy for Hard-Label Textual Adversarial Attack Based on Feedback Learning.

Panjia Qiu, Guanghao Zhou, Mingyuan Fan, Cen Chen, Yaliang Li, Wenming Zhou

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Flatness-aware Adversarial Attack.

Mingyuan Fan, Xiaodan Li, Cen Chen, Yinggui Wang

CoRR, 2023

On the Trustworthiness Landscape of State-of-the-art Generative Models: A Comprehensive Survey.

Mingyuan Fan, Cen Chen, Chengyu Wang, Jun Huang

CoRR, 2023

Enhance Transferability of Adversarial Examples with Model Architecture.

Mingyuan Fan, Wenzhong Guo, Zuobin Ying, Ximeng Liu

Proceedings of the IEEE International Conference on Acoustics, 2023

On the Robustness of Split Learning Against Adversarial Attacks.

Mingyuan Fan, Cen Chen, Chengyu Wang, Wenmeng Zhou, Jun Huang

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Toward Evaluating the Reliability of Deep-Neural-Network-Based IoT Devices.

Mingyuan Fan, Yang Liu, Cen Chen, Shengxing Yu, Wenzhong Guo, Li Wang, Ximeng Liu

IEEE Internet Things J., 2022

Refiner: Data Refining against Gradient Leakage Attacks in Federated Learning.

Mingyuan Fan, Cen Chen, Chengyu Wang, Wenmeng Zhou, Jun Huang, Ximeng Liu, Wenzhong Guo

CoRR, 2022

MaskBlock: Transferable Adversarial Examples with Bayes Approach.

Mingyuan Fan, Cen Chen, Ximeng Liu, Wenzhong Guo

CoRR, 2022

Defense against Backdoor Attacks via Identifying and Purifying Bad Neurons.

Mingyuan Fan, Yang Liu, Cen Chen, Ximeng Liu, Wenzhong Guo

CoRR, 2022

Case-Aware Adversarial Training.

Mingyuan Fan, Yang Liu, Wenzhong Guo, Ximeng Liu, Jianhua Li

CoRR, 2022

Enhance transferability of adversarial examples with model architecture.

Mingyuan Fan, Wenzhong Guo, Shengxing Yu, Zuobin Ying, Ximeng Liu

CoRR, 2022

Dynamically Selected Mixup Machine Unlearning.

Zhiwen Zhou, Ximeng Liu, Jiayin Li, Junxi Ruan, Mingyuan Fan

Proceedings of the IEEE International Conference on Trust, 2022

Backdoor Defense with Machine Unlearning.

Yang Liu, Mingyuan Fan, Cen Chen, Ximeng Liu, Zhuo Ma, Li Wang, Jianfeng Ma

Proceedings of the IEEE INFOCOM 2022, 2022

Combating False Sense of Security: Breaking the Defense of Adversarial Training Via Non-Gradient Adversarial Attack.

Mingyuan Fan, Yang Liu, Cen Chen, Shengxing Yu, Wenzhong Guo, Ximeng Liu

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Towards Transferable Adversarial Examples Using Meta Learning.

Mingyuan Fan, Jia-Li Yin, Ximeng Liu, Wenzhong Guo

Proceedings of the Algorithms and Architectures for Parallel Processing, 2021