Shuofeng Liu

According to our database, Shuofeng Liu authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

ClieND: Client-Side Neuron-Level Detection against Poisoning Attacks on Cross-Silo Federated Learning.

Mengyao Ma, Shuofeng Liu, Viet Vo, Minghong Fang, Surya Nepal, Guangdong Bai

Proceedings of the ACM Asia Conference on Computer and Communications Security, 2026

2025

Catch-Only-One: Non-Transferable Examples for Model-Specific Authorization.

Zihan Wang, Zhiyong Ma, Zhongkui Ma, Shuofeng Liu, Akide Liu, Derui Wang, Minhui Xue, Guangdong Bai

CoRR, October, 2025

Modifier Unlocked: Jailbreaking Text-to-Image Models Through Prompts.

Shuofeng Liu, Mengyao Ma, Minhui Xue, Guangdong Bai

Proceedings of the IEEE Symposium on Security and Privacy, 2025

2024

Being Transparent is Merely the Beginning: Enforcing Purpose Limitation with Polynomial Approximation.

Shuofeng Liu, Zihan Wang, Minhui Xue, Long Wang, Yuanchao Zhang, Guangdong Bai

Proceedings of the 33rd USENIX Security Symposium, 2024

Unveiling Intellectual Property Vulnerabilities of GAN-Based Distributed Machine Learning through Model Extraction Attacks.

Mengyao Ma, Shuofeng Liu, M. A. P. Chamikara, Mohan Baruwal Chhetri, Guangdong Bai

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

2023

Formalizing Robustness Against Character-Level Perturbations for Neural Network Language Models.

Zhongkui Ma, Xinguo Feng, Zihan Wang, Shuofeng Liu, Mengyao Ma, Hao Guan, Mark Huasong Meng

Proceedings of the Formal Methods and Software Engineering, 2023