Publications

Avital Shafran, Roei Schuster, Vitaly Shmatikov (2024). Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents. preprint.

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Avital Shafran, Eran Malach, Thomas Ristenpart, Gil Segev, Stefano Tessaro (2024). Is ML-Based Cryptanalysis Inherently Limited? Simulating Cryptographic Adversaries via Gradient-Based Methods. Advances in Cryptology - CRYPTO, 2024.

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Avital Shafran, Ilia Shumailov, Murat A. Erdogdu, Nicolas Papernot (2023). Beyond Labeling Oracles: What does it mean to steal ML models?. preprint.

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Avital Shafran, Shmuel Peleg, Yedid Hoshen (2021). Membership inference attacks are easier on difficult problems. ICCV 2021.

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