Jiamin Chang

According to our database, Jiamin Chang authored at least 9 papers between 2023 and 2026.

Collaborative distances:

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

2026

If you're waiting for a sign... that might not be it! Mitigating Trust Boundary Confusion from Visual Injections on Vision-Language Agentic Systems.

Jiamin Chang, Minhui (Jason) Xue, Ruoxi Sun, Shuchao Pang, Salil S. Kanhere, Hammond Pearce

CoRR, April, 2026

2025

GLMCyp: A Deep Learning-Based Method for CYP450-Mediated Reaction Site Prediction.

Xuhai Huang, Jiamin Chang, Boxue Tian

J. Chem. Inf. Model., 2025

What's Pulling the Strings? Evaluating Integrity and Attribution in AI Training and Inference through Concept Shift.

Jiamin Chang, Haoyang Li, Hammond Pearce, Ruoxi Sun, Bo Li, Minhui Xue

Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, 2025

2024

DeepP450: Predicting Human P450 Activities of Small Molecules by Integrating Pretrained Protein Language Model and Molecular Representation.

Jiamin Chang, Xiaoyu Fan, Boxue Tian

J. Chem. Inf. Model., 2024

SoK: Unifying Cybersecurity and Cybersafety of Multimodal Foundation Models with an Information Theory Approach.

Ruoxi Sun, Jiamin Chang, Hammond Pearce, Chaowei Xiao, Bo Li, Qi Wu, Surya Nepal, Minhui Xue

CoRR, 2024

DNN-GP: Diagnosing and Mitigating Model's Faults Using Latent Concepts.

Shuo Wang, Hongsheng Hu, Jiamin Chang, Benjamin Zi Hao Zhao, Qi Alfred Chen, Minhui Xue

Proceedings of the 33rd USENIX Security Symposium, 2024

LACMUS: Latent Concept Masking for General Robustness Enhancement of DNNs.

Shuo Wang, Hongsheng Hu, Jiamin Chang, Benjamin Zi Hao Zhao, Minhui Xue

Proceedings of the IEEE Symposium on Security and Privacy, 2024

A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning Services.

Hongsheng Hu, Shuo Wang, Jiamin Chang, Haonan Zhong, Ruoxi Sun, Shuang Hao, Haojin Zhu, Minhui Xue

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

2023

Copyright Protection and Accountability of Generative AI: Attack, Watermarking and Attribution.

Haonan Zhong, Jiamin Chang, Ziyue Yang, Tingmin Wu, Mahawaga Arachchige Pathum Chamikara, Chehara Pathmabandu, Minhui Xue

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023