An Advanced Threat Detection system powered by a Hybrid Intelligence Model (Machine Learning + Google Gemini API) to identify and flag phishing URLs.
🚀 Live Demo: Try PhishGuard AI Here
PhishGuard AI provides real-time URL scanning to protect users from malicious phishing attempts. By combining traditional machine learning algorithms with the deep analytical capabilities of Gemini, it offers a highly accurate and interactive threat detection experience.
- Frontend & Deployment: Streamlit
- AI & Logic: Google Gemini API, Scikit-learn
- Data Processing: Python, Pandas, NumPy
- Dataset:
phish.csv
- Live Web Interface: Easy-to-use console for users to paste URLs and initiate deep scans.
- Hybrid Intelligence: Uses both statistical models and Generative AI for better accuracy.
- Real-Time Analysis: Instant results indicating whether a link is safe or potentially malicious.
Developed by Sorif Hossain | Computer Science Student |
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