Instruction Backdoor Attacks Against Customized LLMs. Reviewed International coauthorship International journal

Rui Zhang 0086, Hongwei Li 0001, Rui Wen 0002, Wenbo Jiang 0001, Yuan Zhang 0006, Michael Backes 0001, Yun Shen, Yang Zhang 0016

33rd USENIX Security Symposium   2024.8

Quantifying Privacy Risks of Prompts in Visual Prompt Learning. Reviewed International coauthorship International journal

Yixin Wu 0001, Rui Wen 0002, Michael Backes 0001, Pascal Berrang, Mathias Humbert, Yun Shen, Yang Zhang 0016

33rd USENIX Security Symposium   2024.8

Games and Beyond: Analyzing the Bullet Chats of Esports Livestreaming. Reviewed International coauthorship International journal

Yukun Jiang 0001, Xinyue Shen 0001, Rui Wen 0002, Zeyang Sha, Junjie Chu, Yugeng Liu, Michael Backes 0001, Yang Zhang 0016

Proceedings of the Eighteenth International AAAI Conference on Web and Social Media(ICWSM)   761 - 773   2024.6

Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models. Reviewed International coauthorship International journal

Minxing Zhang, Ning Yu 0006, Rui Wen 0002, Michael Backes 0001, Yang Zhang 0016

IEEE/CVF Winter Conference on Applications of Computer Vision(WACV)   4827 - 4837   2024.1

Efficient Data-Free Model Stealing with Label Diversity.

Yiyong Liu, Rui Wen 0002, Michael Backes 0001, Yang Zhang 0016

CoRR   abs/2404.00108   2024

Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning? Reviewed International coauthorship International journal

Rui Wen 0002, Zhengyu Zhao 0001, Zhuoran Liu 0001, Michael Backes 0001, Tianhao Wang 0001, Yang Zhang 0016

The Eleventh International Conference on Learning Representations(ICLR)   2023.5

Last One Standing: A Comparative Analysis of Security and Privacy of Soft Prompt Tuning, LoRA, and In-Context Learning.

Rui Wen 0002, Tianhao Wang 0001, Michael Backes 0001, Yang Zhang 0016, Ahmed Salem 0001

CoRR   abs/2310.11397   2023

ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models. Reviewed International coauthorship International journal

Yugeng Liu, Rui Wen 0002, Xinlei He 0001, Ahmed Salem 0001, Zhikun Zhang 0001, Michael Backes 0001, Emiliano De Cristofaro, Mario Fritz, Yang Zhang 0016

31st USENIX Security Symposium   4525 - 4542   2022.8

Dynamic Backdoor Attacks Against Machine Learning Models. Reviewed International coauthorship International journal

Ahmed Salem 0001, Rui Wen 0002, Michael Backes 0001, Shiqing Ma, Yang Zhang 0016

7th IEEE European Symposium on Security and Privacy(EuroS&P)   703 - 718   2022.6

Node-Level Membership Inference Attacks Against Graph Neural Networks.

Xinlei He 0001, Rui Wen 0002, Yixin Wu 0001, Michael Backes 0001, Yun Shen, Yang Zhang 0016

CoRR   abs/2102.05429   2021

LEAF: A Faster Secure Search Algorithm via Localization, Extraction, and Reconstruction. Reviewed International coauthorship International journal

Rui Wen 0002, Yu Yu 0001, Xiang Xie, Yang Zhang 0016

CCS '20: 2020 ACM SIGSAC Conference on Computer and Communications Security(CCS)   1219 - 1232   2020.11