Zhang, Tianwei

MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Deng, G., Liu, Y., Li, Y., Wang, K., Zhang, Y., Li, Z., Wang, H., Zhang, T., & Liu, Y. (2023) · arXiv

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 418

Model inversion attacks against collaborative inference

He, Z., Zhang, T., & Lee, R. B. (2019) · Proceedings of the 35th Annual Computer Security Applications Conference

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 313

Instruction Tuning for Large Language Models: A Survey

Zhang, S., Dong, L., Li, X., Zhang, S., Sun, X., Wang, S., Li, J., Hu, R., Zhang, T., Wu, F., et al. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 241

Prompt Injection attack against LLM-integrated Applications

Liu, Y., Deng, G., Li, Y., Wang, K., Wang, Z., Wang, X., Zhang, T., Liu, Y., Wang, H., Zheng, Y., et al. (2023) · arXiv

Adversarial Robustness in Machine LearningWeb Application Security Vulnerabilities

Cited by 100

Detecting Voice Cloning Attacks via Timbre Watermarking

Liu, C., Zhang, J., Zhang, T., Yang, X., Zhang, W., & Yu, N. (2024) · Proceedings 2024 Network and Distributed System Security Symposium

Advanced Steganography and Watermarking TechniquesSpeech Recognition and Synthesis

Cited by 40

PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Deng, G., Liu, Y., Mayoral-Vilches, V., Liu, P., Li, Y., Xu, Y., Zhang, T., Liu, Y., Pinzger, M., & Rass, S. (2023) · arXiv

Web Application Security VulnerabilitiesAdversarial Robustness in Machine Learning

Cited by 37

The Earth is Flat because...: Investigating LLMs’ Belief towards Misinformation via Persuasive Conversation

Xu, R., Lin, B., Yang, S., Zhang, T., Shi, W., Zhang, T., Fang, Z., Xu, W., & Qiu, H. (2024) · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Misinformation and Its ImpactsTopic Modeling

Cited by 17

Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks

Wang, J., Zhang, Z., Wang, M., Qiu, H., Zhang, T., Li, Q., Li, Z., Wei, T., & Zhang, C. (2023) · arXiv

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 7