LogKeys, a cutting-edge system for deciphering digital traces, has become increasingly popular in the realm of cybersecurity. This {intriguingsystem promises to transform our ability to detect malicious activity by extracting hidden insights within user behavior. Yet LogKeys' mechanics remain largely a mystery. This article aims to shed