1. System Overview
PhishGuard AI evaluates malicious URLs using high-dimension feature engineering, lexical pattern analysis, and machine learning classification to detect zero-day phishing attempts in real time.
ML Classification
Detection Model
Risk Factors
Explainability
5. Technology Stack & Security Toolchain
Python
Machine Learning
FastAPI
React
Threat Intel APIs
8. Verified Platform Capabilities
Machine learning classification and URL feature engineering
Risk level quantification with explainable security reasoning
Threat-intelligence feeds integration & live scan history
Interactive dashboard with secure authentication & automated reports