Cryptographer Tessaro: generalizing LLM cipher attacks is just an LLM query away

StefanoMTessaro · x · 2026-11-03

Cryptographer Stefano Tessaro pushes back on Matthew Green's claim that LLM-found cryptanalysis attacks don't generalize. He argues non-generalization is mostly a matter of how results are presented: writing these attacks in general form is hard, but for anyone who asks, such generalization is "just an LLM query away."

Green's original post noted that across cipher families (ARX, S-box designs like DES, SPN like AES, wide-block AES, LFSR schemes, algebraic low-degree constructions), an attack on one usually doesn't transfer to all.

Related event: Cryptographers Debate Whether LLMs Could Break Symmetric Encryption(6 posts)→

Original post →

More from Safety

Safety channel →