CAVE is a software used in forensic fields, providing a significant contribution to fraud detection and crime prevention activities. Its ability to identify deep fake activities in audio and video files makes it an essential tool for combating malicious manipulations, providing investigators with a reliable and advanced resource in the fight against fraud and crimes based on falsified media.