M. Alsubhi

Beyond Random-Split Accuracy: Duplicate-Safe and Crypto-Agile Evaluation of Anomaly Detection for Post-Quantum TLS

This study evaluates an assurance framework, rather than proposing a new classifier, on CIC-PQC_OAV v1: 40,010 sessions represented by 32 encrypted-metadata features, supporting layered, dataset-bounded evaluation combining fingerprint independence, condition holdouts, calibration, selective review, robustness, and exp...