The updated platform incorporates advanced machine learning models that can identify deepfake injections and synthetic camera feeds during both liveness checks and document verification processes. A key enhancement includes strengthened camera source integrity verification that blocks manipulated feeds before they enter the verification workflow, similar to approaches recently adopted by companies like Nametag’s Deepfake Defense system.