| 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 | 329 | 2020 |
| 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 | 144 | 2021 |
| 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 | 119 | 2021 |
| 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 | 23 | 2023 |
| 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 | 13 | 2020 |
| 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 | 12* | 2024 |
| 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 | 12 | 2024 |
| 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 | 7 | 2024 |
| 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 | 7 | 2023 |
| 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 | 5 | 2024 |
| Membership Inference Attacks Against In-Context Learning R Wen, Z Li, M Backes, Y Zhang arXiv preprint arXiv:2409.01380, 2024 | 4 | 2024 |
| 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 | 1 | 2024 |
| 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 | 1 | 2024 |
| Efficient Data-Free Model Stealing with Label Diversity Y Liu, R Wen, M Backes, Y Zhang arXiv preprint arXiv:2404.00108, 2024 | 1 | 2024 |
Michael BackesChairman and Founding Director of the CISPA Helmholtz Center for Information SecurityVerified email at cispa.saarland
