研究分野
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情報通信 / 情報セキュリティ
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情報通信 / 知能情報学
論文
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BadBone: Backdoor Attacks Against Backbone Models in Visual Prompt Learning 査読 国際共著
Ziqing Yang, Rui Wen, Xinlei He, Yun Shen, Michael Backes, Yang Zhang
IEEE Transactions on Information Forensics and Security 2026年6月
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SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretability 査読 国際共著
Hanwei Zhang, Luo Cheng, Rui Wen, Yang Zhang, Lijun Zhang, Holger Hermanns
Proceedings of the AAAI Conference on Artificial Intelligence 40 ( 44 ) 38093 - 38101 2026年3月
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SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark 査読 国際共著 国際誌
Rui Wen, Yiyong Liu, Michael Backes, Yang Zhang
34rd USENIX Security Symposium 2025年8月
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Understanding Data Importance in Machine Learning Attacks: Does Valuable Data Pose Greater Harm? 査読 国際共著 国際誌
Rui Wen 0002, Michael Backes 0001, Yang Zhang 0016
NDSS 2025年2月
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Peering Behind the Shield: Guardrail Identification in Large Language Models.
Ziqing Yang 0002, Yixin Wu 0001, Rui Wen 0002, Michael Backes 0001, Yang Zhang 0016
CoRR abs/2502.01241 2025年2月
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Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition. 査読 国際共著 国際誌
Edoardo Debenedetti, Javier Rando, Daniel Paleka, Silaghi Fineas Florin, Dragos Albastroiu, Niv Cohen, Yuval Lemberg, Reshmi Ghosh, Rui Wen 0002, Ahmed Salem 0001, Giovanni Cherubin, Santiago Zanella-Béguelin, Robin Schmid, Victor Klemm, Takahiro Miki, Chenhao Li, Stefan Kraft, Mario Fritz, Florian Tramèr, Sahar Abdelnabi, Lea Schönherr
NeurIPS 2024年12月
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Membership Inference Attacks Against In-Context Learning. 査読 国際共著 国際誌
Rui Wen 0002, Zheng Li 0023, Michael Backes 0001, Yang Zhang 0016
CCS 3481 - 3495 2024年10月
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Instruction Backdoor Attacks Against Customized LLMs. 査読 国際共著 国際誌
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年8月
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Quantifying Privacy Risks of Prompts in Visual Prompt Learning. 査読 国際共著 国際誌
Yixin Wu 0001, Rui Wen 0002, Michael Backes 0001, Pascal Berrang, Mathias Humbert, Yun Shen, Yang Zhang 0016
33rd USENIX Security Symposium 2024年8月
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Games and Beyond: Analyzing the Bullet Chats of Esports Livestreaming. 査読 国際共著 国際誌
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年6月
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Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models. 査読 国際共著 国際誌
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年1月
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Efficient Data-Free Model Stealing with Label Diversity.
Yiyong Liu, Rui Wen 0002, Michael Backes 0001, Yang Zhang 0016
CoRR abs/2404.00108 2024年
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Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning? 査読 国際共著 国際誌
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年5月
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Rui Wen 0002, Tianhao Wang 0001, Michael Backes 0001, Yang Zhang 0016, Ahmed Salem 0001
CoRR abs/2310.11397 2023年
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ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models. 査読 国際共著 国際誌
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年8月
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Dynamic Backdoor Attacks Against Machine Learning Models. 査読 国際共著 国際誌
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年6月
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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年
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LEAF: A Faster Secure Search Algorithm via Localization, Extraction, and Reconstruction. 査読 国際共著 国際誌
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年11月
受賞
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CSS 2025 奨励賞
2025年10月 一般社団法人 情報処理学会 コンピュータセキュリティ研究会
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2nd place at Large Language Model Capture-the-Flag (LLM CTF) Competition
2024年3月