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Rui Wen
Rui Wen
CISPA Helmholtz Center for Information Security
Verified email at cispa.saarland - Homepage
Title
Cited by
Cited by
Year
Dynamic Backdoor Attacks Against Machine Learning Models
A Salem, R Wen, M Backes, S Ma, Y Zhang
IEEE European Symposium on Security and Privacy (EuroS&P), 2020
3192020
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models
Y Liu, R Wen, X He, A Salem, Z Zhang, M Backes, E De Cristofaro, M Fritz, ...
USENIX Security Symposium, 2021
1382021
Node-Level Membership Inference Attacks Against Graph Neural Networks
X He, R Wen, Y Wu, M Backes, Y Shen, Y Zhang
arXiv preprint arXiv:2102.05429, 2021
1132021
Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning?
R Wen, Z Zhao, Z Liu, M Backes, T Wang, Y Zhang
The Eleventh International Conference on Learning Representations, 2023
222023
Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models
M Zhang, N Yu, R Wen, M Backes, Y Zhang
IEEE Winter Conference on Applications of Computer Vision (WACV), 2024
122024
LEAF: A Faster Secure Search Algorithm via Localization, Extraction, and Reconstruction
R Wen, Y Yu, X Xie, Y Zhang
Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications …, 2020
112020
Last One Standing: A Comparative Analysis of Security and Privacy of Soft Prompt Tuning, LoRA, and In-Context Learning
R Wen, T Wang, M Backes, Y Zhang, A Salem
arXiv preprint arXiv:2310.11397, 2023
72023
Quantifying Privacy Risks of Prompts in Visual Prompt Learning
Y Wu, R Wen, M Backes, P Berrang, M Humbert, Y Shen, Y Zhang
USENIX Security Symposium, 2024
52024
Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition
E Debenedetti, J Rando, D Paleka, SF Florin, D Albastroiu, N Cohen, ...
arXiv preprint arXiv:2406.07954, 2024
52024
Instruction backdoor attacks against customized {LLMs}
R Zhang, H Li, R Wen, W Jiang, Y Zhang, M Backes, Y Shen, Y Zhang
33rd USENIX Security Symposium (USENIX Security 24), 1849-1866, 2024
5*2024
Membership Inference Attacks Against In-Context Learning
R Wen, Z Li, M Backes, Y Zhang
arXiv preprint arXiv:2409.01380, 2024
12024
Games and Beyond: Analyzing the Bullet Chats of Esports Livestreaming
Y Jiang, X Shen, R Wen, Z Sha, J Chu, Y Liu, M Backes, Y Zhang
Proceedings of the International AAAI Conference on Web and Social Media 18 …, 2024
12024
Efficient Data-Free Model Stealing with Label Diversity
Y Liu, R Wen, M Backes, Y Zhang
arXiv preprint arXiv:2404.00108, 2024
12024
Understanding Data Importance in Machine Learning Attacks: Does Valuable Data Pose Greater Harm?
R Wen, M Backes, Y Zhang
arXiv preprint arXiv:2409.03741, 2024
2024
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