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RoboFake: Can Deepfake Detectors Recognize Humanoid Face Robots?

The RoboFake paper proposes using a real humanoid face robot with synchronized lip movements and expressions, combined with generated speech, to create a new type of presentation attack with no pixel editing, and tests three public presentation attack detection (PAD) models and six deepfake detectors.

Part of the event: RoboFake Test Detector's Defense Against Humanoid Robot Face Attacks

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