Endpoint Telemetry Analysis is a methodological framework within cybersecurity research that systematically processes and interprets logged endpoint device behaviors and system events to detect, characterize, and respond to advanced threats such as fileless malware by distinguishing malicious activity patterns from benign operational noise.