Celeb-DF
A large-scale challenging dataset for deepfake forensics.

Detect deepfakes and AI-manipulated media with enterprise-grade AI models.
Reality Defender offers a robust deepfake detection platform leveraging an ensemble of AI models to analyze multimedia content for manipulation. Their technology combines multiple detection methods and is continuously updated to stay ahead of evolving AI impersonation techniques. The system analyzes images, audio, and video using hundreds of simultaneous platform-agnostic techniques, providing manipulation probability scores and explainable indicators. It offers flexible deployment options, including turnkey integrations and advanced capabilities for sensitive environments. Key use cases include protecting critical communication channels, securing contact centers, preventing fraud, and verifying media authenticity. The platform is accessible via API and SDKs, enabling developers to integrate deepfake detection into existing applications.
Detect deepfakes and AI-manipulated media with enterprise-grade AI models.
Quick visual proof for Reality Defender. Helps non-technical users understand the interface faster.
Reality Defender offers a robust deepfake detection platform leveraging an ensemble of AI models to analyze multimedia content for manipulation.
Explore all tools that specialize in detect deepfakes. This domain focus ensures Reality Defender delivers optimized results for this specific requirement.
Explore all tools that specialize in verify content authenticity. This domain focus ensures Reality Defender delivers optimized results for this specific requirement.
Explore all tools that specialize in content verification. This domain focus ensures Reality Defender delivers optimized results for this specific requirement.
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Detects AI impersonations across any multimedia format, including text, image, audio, and video, ensuring comprehensive coverage.
Offers real-time deepfake detection to protect critical channels and assets from impersonations.
Provides structured JSON responses with manipulation probability scores and explainable indicators highlighting where and how content may have been altered.
Analyzes the entire image, holistically marrying multiple types of common and novel approaches to classification and detection to consider the image as a whole and catch sophisticated deepfakes that other systems miss.
Each scan runs through independently trained models that cross-validate results, delivering reliable outputs.
Create a RealAPI account on the Reality Defender Platform.
Generate an API key for authentication.
Install the RealAPI SDK for your preferred language (Python, TypeScript, Go, Rust, or Java).
Send image, audio, or video files for detection using a simple method call or API request.
Retrieve structured JSON responses with manipulation probability scores and explainable indicators.
Integrate results into your application or view them in the Reality Defender dashboard.
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