Empowering Bharat with Cyber Judgement, Trust, and Protection
Track: Cybersecurity & Digital Trust (PS-005)
ScamSathi is an AI-powered platform that protects users from online scams by detecting fraudulent messages and spreading scam awareness in multiple Indian languages.
Designed with a special focus on Tier 2/3 cities and rural Bharat, NetNirnay helps build trust in digital services and ensures inclusive cyber protection.
“Scam Sanket bhi dega, aur Net par Nirnay bhi lega.”
Track: PS-005: Cybersecurity & Digital Trust
Challenge: Build solutions that promote cyber trust, digital safety, and protect citizens from online threats.
With the rise in phishing, fake job messages, and payment frauds, millions of people in Bharat fall prey to scams due to lack of awareness and detection tools.
✅ Real-Time Scam Detection (SMS, Emails, URLs)
✅ Multilingual Scam Awareness Bot (Hindi, English, Marathi, etc.)
✅ AI Judgment Engine to score threat level
✅ Offline Mode Support for rural areas
✅ Community Reporting + Dashboard
✅ Accessible UI for non-tech-savvy users
| Layer | Tools Used |
|---|---|
| Frontend | React.js, Tailwind CSS, Vite |
| Backend | Python, FastAPI, Langchain, HuggingFace |
| AI Models | BERT for classification, Langchain for LLM logic |
| Database | MongoDB, Firebase |
| Deployment | Vercel (frontend), Render (backend) |
| Other | i18n multilingual, Web Speech API, REST APIs |
| 📱 Feature | 💡 Description |
|---|---|
| 🔍 Scam Detector | Paste or input any message to detect possible fraud |
| 🗣️ Voice-Based Bot | Awareness bot that explains scam patterns in local languages |
| 📊 Community Insights | See latest scam types reported by users |
| 🧾 Scam Report | Auto-generates scam report for users to share or file complaints |
- User submits a suspicious message or link
- AI model classifies it as Safe ⚪ / Warning 🟡 / Scam 🔴
- Nirnay Score is calculated and visualized
- Bot explains the result + next action in user's language
- Data is logged anonymously to community scam trends
NetNirnay is made with ❤️ to serve underrepresented users, promote digital literacy, and help trust grow in Bharat’s cyber ecosystem.
# Clone repo
git clone https://github.com/YourUsername/NetNirnay.git
cd NetNirnay
# Start frontend
cd frontend
npm install
npm run dev
# Start backend
cd ../backend
pip install -r requirements.txt
uvicorn main:app --reload✅ Localized impact for Indian masses
✅ Combines AI + Accessibility
✅ Helps bridge the trust gap in digital India
✅ Designed to scale as a public service