Information Leakage Detection through Approximate Bayes-optimal Prediction
Researchers have developed a new framework for detecting information leakage using approximate Bayes-optimal prediction. This method aims to overcome the limitations of traditional statistical approaches, such as the curse of dimensionality and computational complexity, by accurately estimating mutual information. The proposed technique, demonstrated on synthetic and real-world OpenSSL TLS server datasets, shows superior performance compared to existing methods. AI