Publications

Avital Shafran, Roei Schuster, Thomas Ristenpart, Vitaly Shmatikov (2025). Rerouting LLM Routers. preprint.

Avital Shafran, Roei Schuster, Vitaly Shmatikov (2025). Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents. USENIX Security Symposium 2025.

Avital Shafran, Ilia Shumailov, Murat A. Erdogdu, Nicolas Papernot (2024). Beyond Labeling Oracles: What does it mean to steal ML models?. TMLR 2024.

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.

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

Avital Shafran, Gil Segev, Shmuel Peleg, Yedid Hoshen (2021). Crypto-Oriented Neural Architecture Design. ICASSP 2021.