Master deepfake detection and synthetic video analysis with cutting-edge techniques and professional forensic methods.
Deepfakes use AI to replace faces or manipulate expressions in videos. Understanding the fundamentals is crucial for detection.
🎯 Key Focus: Look for inconsistencies between the face and the rest of the body or environment.
Detailed facial analysis reveals subtle inconsistencies that indicate AI manipulation.
Natural vs. artificial blinking analysis:
Subtle facial expressions that are hard to fake:
Analyzing frame-to-frame consistency reveals temporal artifacts in AI-generated videos.
Tracks pixel movement between frames to detect unnatural motion patterns.
Checks for sudden changes in lighting, shadows, or facial features.
⚡ Pro Tip: Use frame-by-frame analysis tools to spot flickering or warping effects.
Voice cloning and lip-sync manipulation create detectable audio-video mismatches.
AI processing often introduces specific compression patterns:
Spectral analysis reveals AI signatures: