Qin, Zhan

Adversarial Attacks and Defenses in Deep Learning

Ren, K., Zheng, T., Qin, Z., & Liu, X. (2020) · Engineering

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 678

A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions

Liu, L., Yang, X., Lei, J., Shen, Y., Wang, J., Wei, P., Chu, Z., Qin, Z., & Ren, K. (2026) · IEEE Transactions on Knowledge and Data Engineering

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 31

External Data Extraction Attacks Against Retrieval-Augmented Large Language Models

He, Y., Chen, Y., Li, Y., Shao, S., Qi, L., Li, B., Tao, D., & Qin, Z. (2026) · IEEE Transactions on Information Forensics and Security

Adversarial Robustness in Machine LearningTopic Modeling

Cited by 4