Deepfake
Definition
Synthetic or AI-manipulated media in which a person's likeness, voice, or both are generated or substituted using machine learning methods. Detection relies on identifying statistical artefacts left by generative models that differ from authentic capture noise.
Related terms
- C2PA (Coalition for Content Provenance and Authenticity)
- An open technical standard that embeds cryptographically signed provenance assertions into media files at the point of capture or editing. A C2PA...
- Integrity verification
- The branch of authentication that determines whether a recording's content has been altered after original capture. Methods include metadata consistency checks, compression...
- Photo Response Non-Uniformity (PRNU)
- A fixed-pattern noise component caused by microscopic sensitivity differences between individual sensor pixels. PRNU is deterministic and camera-specific, making it a sensor...
- Source identification
- The branch of authentication that determines whether a recording originates from a claimed device, person, or system. Methods include Photo Response Non-Uniformity...
- Steganography
- Concealing one file inside another in a way that hides the existence of the hidden file. LSB image manipulation, JPEG DCT coefficient...
Explained in
- Media Authentication FundamentalsSynthetic or AI-manipulated media in which a person's likeness, voice, or both are generated or substituted using machine learning methods. Detection relies on...