Deepware – Deepware Scanner

Deepware is a Turkish cybersecurity company that specializes in detecting deepfakes.

Their main offering is a deepfake detector called Deepware Scanner, designed to identify if a video has been manipulated or altered using deepfake technology.

Key Features:

• Confidence scoring for deepfake likelihood.
• Integration with other security/moderation tools.
• Support for various video formats.
• Scalability and performance for enterprise use cases.

Limitations and Considerations:

• Their recent social media inactivity could suggest the project is somewhat abandoned.
• We encountered spam while visiting the website—use caution.

The Deepware Scanner is suitable for a wide range of users, including:

• Individuals: People can use Deepware's web interface to scan and verify the authenticity of videos they encounter online or receive from others.
• Businesses and organizations: Companies can integrate Deepware's API or SDK into their systems to automatically scan and detect deepfakes in user-generated content, customer interactions, or other relevant contexts.
• Researchers and developers: The offline SDK allows researchers and developers to integrate deepfake detection capabilities into their own applications.

The website doesn't detail their scanner's mechanisms, but it likely uses advanced computer vision and machine learning to detect deepfakes. Neural networks, trained on large datasets, probably identify subtle inconsistencies in facial movements, lighting, sync, and pixel anomalies typical of AI-altered media.

Digital forensics might be used to spot compression artifacts and metadata issues that suggest tampering.