TLDR:
A deep fake is AI-generated synthetic media — typically video or audio — that realistically depicts someone saying or doing something they never actually said or did, raising serious concerns about misinformation and fraud.
Detection and Mitigation
Deepfake detection tools use AI to identify artifacts, inconsistencies in blinking, skin texture, and lighting. Watermarking and content provenance standards are emerging solutions.