UPDF AI

Cryptographic limitations on learning Boolean formulae and finite automata

M. Kearns,L. Valiant

1994 · DOI: 10.1145/174644.174647
973 Citations

TLDR

It is proved that a polynomial-time learning algorithm for Boolean formulae, deterministic finite automata or constant-depth threshold circuits would have dramatic consequences for cryptography and number theory and is applied to obtain strong intractability results for approximating a generalization of graph coloring.