Fileless Ransomware Analysis is a specialized methodology within cybersecurity analysis that focuses on detecting and understanding ransomware attacks that operate exclusively in memory and without writing files to disk, thereby distinguishing it from traditional malware analysis approaches that rely on file-based indicators.