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

Author:

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

Publisher

Springer Nature Switzerland

Reference61 articles.

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3. Abbe, E., Kamath, P., Malach, E., Sandon, C., Srebro, N.: On the power of differentiable learning versus PAC and SQ learning. Adv. Neural. Inf. Process. Syst. 34, 24340–24351 (2021)

4. Abbe, E., Sandon, C.: Poly-time universality and limitations of deep learning. arXiv preprint arXiv:2001.02992 (2020)

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