Yunlong Mao

Associate Professor, Nanjing University

Joined

May 2021

Names

Yunlong Mao (Preferred)

Emails

****@nju.edu.cn (Confirmed)

Personal Links

Career & Education History

Associate Professor

Nanjing University (nju.edu.cn)

2023 – Present

Researcher

Nanjing University (nju.edu.cn)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Sheng Zhong

2013 – 2018

Expertise

data privacy

Present

machine unlearning

Present

backdoor

Present

AI security

Present

secure federated learning

Present

Publications

On Evaluating the Poisoning Robustness of Federated Learning under Local Differential Privacy
Zijian Wang, Wei Tong, Tingxuan Han, Haoyu Chen, Tianling Zhang, Yunlong Mao, Sheng Zhong
- CoRR 2025
- Readers: Everyone
SPA: Towards More Stealth and Persistent Backdoor Attacks in Federated Learning
Chengcheng Zhu, Ye Li, Bosen Rao, Jiale Zhang, Yunlong Mao, Sheng Zhong
- CoRR 2025
- Readers: Everyone
CrossNet: A Low-Latency MLaaS Framework for Privacy-Preserving Neural Network Inference on Resource-Limited Devices
Yu Lin, Tianling Zhang, Yunlong Mao, Sheng Zhong
- IEEE Trans. Dependable Secur. Comput. 2025
- Readers: Everyone
OFL: Opportunistic Federated Learning for Resource-Heterogeneous and Privacy-Aware Devices
Yunlong Mao, Mingyang Niu, Ziqin Dang, Chengxi Li, Hanning Xia, Yuejuan Zhu, Haoyu Bian, Yuan Zhang, Jingyu Hua, Sheng Zhong
- CoRR 2025
- Readers: Everyone
ObfusLM: Privacy-preserving Language Model Service against Embedding Inversion Attacks
Yu Lin, Ruining Yang, Yunlong Mao, Qizhi Zhang, Jue Hong, Quanwei Cai, Ye Wu, Huiqi Liu, Zhiyu Chen, Bing Duan, Sheng Zhong
- ACL (1) 2025
- Readers: Everyone
LT-OAQ: Learnable Threshold Based Outlier-Aware Quantization and its Energy-Efficient Accelerator for Low-Precision On-Chip Training
Qinkai Xu, Yijin Liu, Yuan Meng, Yang Chen, Yunlong Mao, Li Li, Yuxiang Fu
- DATE 2025
- Readers: Everyone
SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework
Xicong Shen, Yang Liu, Yi Liu, Peiran Wang, Huiqi Liu, Jue Hong, Bing Duan, Zirui Huang, Yunlong Mao, Ye Wu, Sheng Zhong
- IJCAI 2025
- Readers: Everyone
Solution Probing Attack Against Coin Mixing Based Privacy-Preserving Crowdsourcing Platforms
Yunlong Mao, Ziqin Dang, Heng Wang, Yuan Zhang, Sheng Zhong
- IEEE Trans. Dependable Secur. Comput. 2024
- Readers: Everyone
Secure Model Aggregation Against Poisoning Attacks for Cross-Silo Federated Learning With Robustness and Fairness
Yunlong Mao, Zhujing Ye, Xinyu Yuan, Sheng Zhong
- IEEE Transactions on Information Forensics and Security
- Readers: Everyone

View all 45 publications

Co-Authors

View all 74 co-authors