Feb 18, 2025

Deepfake Detection

machine learning deepfake detection full stack development cybersecurity misinformation prevention website development

About the Build

This project is a Deepfake Detection System designed to identify AI-generated fake images and videos. It leverages advanced machine learning models to analyze media and determine its authenticity, providing real-time insights and detailed analysis.

Why We Built It

With the rise of deepfake technology, misinformation, identity fraud, and digital manipulation have become major threats. We built this system to combat digital deception, enhance content authenticity, and promote trust in online media. Our goal is to provide an accessible, scalable, and efficient solution for individuals, businesses, and organizations.

How It Can Be Useful for Others

  • For Media & News Outlets: Helps verify the authenticity of images and videos before publishing.
  • For Social Media Platforms: Aids in detecting and flagging manipulated content to prevent misinformation.
  • For Law Enforcement & Legal Bodies: Assists in forensic investigations and evidence verification.
  • For General Users: Enables individuals to check if a media file is altered, promoting awareness and digital safety.

This tool empowers users with an easy-to-use, reliable deepfake detection system, ensuring a more secure and trustworthy digital space.

This build was uploaded as a hackathon project

Hackathon

GDG Hacks

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Updates
  • We are currently working on improving the UI of the website. This is just for prototyping and seeing how the backend and the model is integrating with the frontend. 
    Tuesday, Feb 18th, 2025
  • We are currently working on improving the UI of the website. This is just for prototyping and seeing how the backend and the model is integrating with the frontend. 
    Tuesday, Feb 18th, 2025