Building a Safer Digital World with Artificial Intelligence
Fragniti develops intelligent, proactive security solutions to combat modern digital threats. Our flagship product uses AI to detect and analyze phishing attacks in real-time.
Powered by Layers of Intelligence
Our approach combines multiple layers of intelligence to provide robust and comprehensive security analysis.
Project Spotlight: AI Phishing Detector
Our premier application demonstrates the power of AI in cybersecurity. It's a smart, interactive tool that goes beyond traditional blocklists to provide a robust first line of defense against phishing.
- Classifies URLs with high accuracy using a Random Forest model.
- Solves data imbalance with SMOTE for unbiased detection.
- Features a live "Retrain" mode to learn from new data instantly.
Why Our Approach is Different
We don't just block threats; we understand them. Our AI-driven tools provide deeper insights and adaptive defenses.
Real-Time Analysis
Instantly analyze URLs and content with our machine learning model to detect suspicious patterns before they can cause harm.
AI-Powered Explanations
Powered by the Frag AI, our tool doesn't just give a verdict. It explains *why* a link is flagged, educating users on the fly.
Continuous Learning
Our system evolves. Every URL analyzed helps refine the model, ensuring it stays ahead of new and emerging phishing tactics.