ACTS: A multi-tier benchmark evaluating LLM cipher identification under controlled blind conditions

Youssef Hamdi Zafaan Ibrahim, Mohammed Khalaf Salama

We introduce ACTS (Artifacts in Cipher Testing Suite), a reproducible benchmark that isolates cryptanalytic ability through tiered metadata deprivation (Tier-1: full metadata; Tier…