Entropy Analysis of Cryptographic Keys Using Machine Learning

The strength of cryptography key is the basic ingredient of safe information systems, and it directs the strength of encryption algorithms towards attacks. Evaluation methods that rely on entropy measures alone, e.g. Shannon entropy or min-entropy, show any signs of subtle structure patterns or biases in weak keys. In this paper, a machine learning-based framework of a thorough analysis and…