Avital Shafran

According to our database, Avital Shafran authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Is ML-Based Cryptanalysis Inherently Limited? Simulating Cryptographic Adversaries via Gradient-Based Methods.

Avital Shafran, Eran Malach, Thomas Ristenpart, Gil Segev, Stefano Tessaro

IACR Cryptol. ePrint Arch., 2024

Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents.

Avital Shafran, Roei Schuster, Vitaly Shmatikov

CoRR, 2024

2023

Beyond Labeling Oracles: What does it mean to steal ML models?

Avital Shafran, Ilia Shumailov, Murat A. Erdogdu, Nicolas Papernot

CoRR, 2023

2021

Reconstruction-Based Membership Inference Attacks are Easier on Difficult Problems.

Avital Shafran, Shmuel Peleg, Yedid Hoshen

CoRR, 2021

Membership Inference Attacks are Easier on Difficult Problems.

Avital Shafran, Shmuel Peleg, Yedid Hoshen

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Crypto-Oriented Neural Architecture Design.

Avital Shafran, Gil Segev, Shmuel Peleg, Yedid Hoshen

Proceedings of the IEEE International Conference on Acoustics, 2021