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Coverage depends on the media type. Images and video are analyzed for face manipulation; audio is analyzed for voice synthesis and cloning.

Attack vectors by media type


Fraud scenarios

KYC impersonation

Passing verification on behalf of someone else.

Synthetic account creation

Mass sign-ups using AI-generated faces.

Hiring fraud

Substituting a candidate during a remote interview.

Proctoring bypass

Defeating online exam supervision.

Voice spoofing

Beating voice-based authentication.

Fraud calls

Calls placed with a cloned voice.
Beyond neural detection, every check also runs a metadata & forensic layer that looks for traces of editing and AI generation.