AI Generated Media Detection
Overview
SafetyKit's AI Generated Media Detection policy identifies synthetic content created by artificial intelligence across images, videos, audio, and text. As generative AI becomes more sophisticated, detecting synthetic media is critical for maintaining content authenticity and preventing misuse.
Platforms can deploy this policy to protect users from deceptive content, maintain trust, and comply with emerging synthetic media disclosure requirements.
Detection Capabilities
SafetyKit detects AI-generated content across multiple media types:
AI-Generated Images
Detect images created by DALL-E, Midjourney, Stable Diffusion, and other generators.
Deepfake Videos
Identify face-swapped, lip-synced, and fully synthetic video content.
Synthetic Audio
Detect voice cloning, text-to-speech, and AI-generated audio content.
AI-Generated Text
Identify content generated by LLMs including ChatGPT, Claude, and others.
Detection Methods
SafetyKit uses multiple detection approaches to identify AI-generated content with high accuracy:
Visual Analysis
- Artifact detection for common AI generation patterns
- Facial inconsistency analysis for deepfakes
- Metadata and provenance verification
- GAN fingerprint detection
Audio Analysis
- Voice pattern analysis for cloning detection
- Spectral analysis for synthetic audio markers
- Temporal consistency checks
- Background noise pattern analysis
Text Analysis
- Statistical pattern detection for LLM outputs
- Perplexity and burstiness analysis
- Stylometric fingerprinting
- Watermark detection for major AI providers
Use Cases
AI Generated Media Detection supports multiple platform safety objectives:
Misinformation Prevention
Prevent AI-generated fake news, manipulated evidence, and deceptive content.
Identity Protection
Protect users from non-consensual deepfakes and identity theft.
Fraud Prevention
Detect AI-generated scam content, fake reviews, and fraudulent listings.
Disclosure Compliance
Meet emerging regulatory requirements for AI content disclosure.
Enforcement with SafetyKit
When enabled, AI Generated Media Detection operates automatically with configurable actions:
Detect
Scan uploaded content for AI generation signatures in real-time.
Label
Automatically apply AI-generated labels for transparency.
Alert
Notify moderators of high-risk synthetic content for review.
Remove
Block deceptive AI content that violates platform policies.
Platforms can configure detection sensitivity, labeling requirements, and enforcement actions based on content type and risk level.
Ready to Deploy
SafetyKit's AI Generated Media Detection is available immediately. Protect your platform from synthetic media misuse with comprehensive detection across all content types.
