In-Memory Payload Detection is a method in fileless malware analysis that identifies malicious code execution within system memory by analyzing runtime behavioral anomalies and transient artifacts, distinguishing it from static file-based detection techniques through its focus on ephemeral, non-persistent threats residing exclusively in volatile memory.