AI Generated Media Detection

Detect AI-generated images, videos, audio, and text including deepfakes and synthetic media to ensure authenticity and prevent misuse.

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.

Protect your platform.