We propose ImitSAT, a branching policy for conflict-driven clause learning (CDCL) solvers based on imitation learning for the Boolean satisfiability problem (SAT). Unlike previous methods that predict ...
Abstract: Differential analysis for block ciphers based on automated solving tools such as mixed-integer linear programming (MILP) and Boolean satisfiability problem (SAT), has become one of the key ...