US Patent 11949711 Systems and methods for securing information

A system may be configured to prepare and use prediction models for predicting existence of fingerprints among encrypted traffic. Some embodiments may: obtain a machine learner configured to identify statistical differences between pseudo-randomness associated with encrypted user data and higher-entropy randomness associated with a set of other data; determine at least a portion of a path traversed by the encrypted user data in the network based on the identification; and secure the network based on the determination.