🔐 SecureSight – AI-Powered Verification Suite
SecureSight is an AI-based verification platform designed for colleges, institutions, and individuals to verify documents, detect AI-generated content, check for plagiarism, and validate website authenticity. It aims to eliminate fraud in education, hiring, and research using cutting-edge AI.
🚀 Core Features 🧠 AI Content Verification Detect if documents or text are AI-generated using models like Gemini and GPT detectors.
Combines statistical perplexity + model inferences for reliable judgment.
📄 Document Plagiarism Detection Upload student papers or documents.
Get a structured plagiarism score and report, highlighting copied segments and risk factors.
🔍 Website Legitimacy Check Input any URL to verify:
Purpose and intent of the site (via Gemini)
Safe Browsing status (Google)
Similar websites and trust comparison (Google Search + AI)
Historical phishing/fraud data (internal DB)
🧾 Report Storage & Verification Admins (college staff) can access reports in a secure dashboard.
Each analysis is saved for reference and cross-verification.
🤖 AI Chat Assistant (Coming Soon) Ask the chatbot about nearby places (like hotels/hangouts) during event registrations.
| Layer | Tech |
|---|---|
| Frontend | React + Tailwind + ShadCN UI |
| Backend | Hono (TypeScript) + Gemini + Prisma |
| Database | PostgreSQL (Aiven-hosted) |
| ML Tools | Gemini API, GPT-2 Perplexity (local), HuggingFace |
| Hosting | Vercel (frontend) + Cloudflare Workers |
🧪 How It Works Document Upload → Verified for AI content + plagiarism.
Link Check → Validated using AI + Safe Browsing APIs.
Analysis → AI gives confidence scores, plagiarism % and verdicts.
Report → Results saved for staff in dashboard with history.
. ├── frontend/ # React + Tailwind + ShadCN UI ├── backend/ # Hono server + Gemini, GPT2 etc. ├── prisma/ # DB schema ├── utils/ # Perplexity model, checkers ├── public/ # Assets
📄 License MIT License. You're free to use, extend, and share — with attribution.
👨💻 Author Made with ❤️ by Arman Datt Bennett University | 1st Year | CS-AI GitHub • LinkedIn