Deepfake Detector

Pros

• +High detection accuracy on common deepfake generation methods and tools
• +Processes both video and audio streams in single integrated analysis
• +Provides confidence scores and technical explanations for each detection result

Cons

• −Detection degrades significantly against adversarially-optimized or novel deepfake methods
• −Requires substantial processing time for high-resolution or longer video files
• −False positive rates increase substantially with heavily compressed or low-quality source material