TrustAI Shield: AI Fraud & Deepfake Detection

About the Project: Purpose

The project aims to build an intelligent digital guardian that helps users browse the Web with confidence. Its objectives include: detecting and protecting against online scams, fake profiles and deepfakes, providing a browser-based extension for real-time analysis, giving each analysed item a Trust Score, ensuring users data privacy, enabling users to report suspicious content, and educating users about digital hygiene.

Key Features

• 01Real-Time Browser Analysis: An extension integrates directly into the browser to provide immediate evaluations of suspicious pages or profiles.
• 02Trust Score Calculation: Assigns a simple risk/reliability score to any analyzed web page, profile, or media, simplifying the user's decision-making process.
• 03Advanced Detection: Core algorithms identify fake social profiles, fraudulent schemes, and manipulated media like deepfakes by analyzing content, metadata, and behavioral signals.
• 04Secure Content Analysis: Users can safely upload URLs, images, and videos for assessment, with a strong focus on data privacy and protection.
• 05Community Reporting Mechanism: Allows users to report suspicious content, contributing to a shared threat intelligence database that improves future detection for everyone.
• 06Educational Resources: Provides downloadable guides, blog articles, and information about online safety to proactively educate users.
• 07Enhanced User Experience: Features a multilingual interface and a theme toggle (light/dark mode) for broad accessibility and user comfort.