# Aryan_07

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Aryan Gupta](https://cerebralvalley.ai/u/Aryan_07)
- **GitHub:** https://github.com/aryan-gupta-dev07/FraudLensAI⁠
- **Demo video:** https://youtu.be/yLUDLhI5Vyg?si=8qKkcCRVxO3GIsr6
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1682

FraudLens AI – Machine Learning-Based Phishing URL Detection

FraudLens AI is a machine learning-based system designed to identify potentially suspicious URLs by analyzing their structural and lexical characteristics.

The project uses trained machine learning models to evaluate URL patterns and generate a risk score that helps users understand the potential level of risk. It also provides detection-related insights to make the prediction more interpretable.

FraudLens AI includes an interactive Streamlit application where users can submit a URL and receive an analysis with a risk assessment and supporting indicators.

The project focuses on improving awareness of phishing-related URL patterns through accessible, explainable, and data-driven analysis.

Key Features:

- Machine learning-based URL classification.
- URL structural and lexical feature analysis.
- Risk scoring and detection explanations.
- Interactive Streamlit interface.
- Model evaluation on external URL data.

## More from Meta Global AI Developer Hackathon

- [KRYNEX](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1679)
- [AgentShield AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1680)
- [DevSpace AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1681)
- [Rotebot](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1683)
- [TOMAN](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1684)
- [Nivetha](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1685)

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