# AI-Generated Content Detection

## Overview
SafetyKit detects AI-generated content including deepfakes and synthetic media. As generative AI tools become more sophisticated, platforms need robust detection capabilities to identify manipulated content that could be used for fraud, misinformation, or harassment.

### Key Capabilities
- **Deepfake detection:** Identify manipulated faces and synthetic video content using specialized detection models
- **AI image detection:** Detect images generated by diffusion models and other generative tools
- **Manipulated media detection:** Flag edited or doctored images and videos that combine real and synthetic elements

## Detection Capabilities
### Visual deepfakes
### AI-generated images
### Manipulated media
### Authenticity signals

## How It Works
### Content Analysis
1. **Artifact detection:** Identify telltale signs of AI generation invisible to humans
2. **Model fingerprinting:** Recognize signatures of specific generation models
3. **Metadata analysis:** Check provenance signals and generation patterns

### Consistency Checks
1. **Lighting analysis:** Detect inconsistent shadows and reflections
2. **Physics validation:** Check for impossible geometries or movements
3. **Temporal coherence:** Analyze frame-to-frame consistency in video

### Enforcement Decisions
Results feed directly into your enforcement pipeline—auto-remove, flag for review, or allow with reduced distribution. Define custom rules based on confidence thresholds, policy categories, and user context.

## Use Cases
### Social media
### Dating apps
### News organizations
### Marketplaces

## Performance at Scale
### Performance
### Real-time
Detection decisions
### 90%
Accuracy on known generators
### 75%
Accuracy on novel generators

### Coverage
### 50+
Generation models recognized
### 100%
Major deepfake techniques covered

### Agility
### <1 week
New generator model coverage
Zero engineering for new generators
Continuous model updates

## Related Capabilities
- [Image Moderation](/content/content-moderation-with-ai/image-moderation/index.html)
- [Video Moderation](/content/content-moderation-with-ai/video-moderation/index.html)
- [Audio Moderation](/content/content-moderation-with-ai/audio-moderation/index.html)
- [Live Stream Moderation](/content/content-moderation-with-ai/live-stream-moderation/index.html)

## Protect your platform.