Technical Documentation
Interactive Multi-Layered Analysis Guide
Platform Overview
Phishing Inspector combines multiple independent detection layers operating in parallel. At the core, 3 large language models (Llama 3.1 8B, SmolLM3 3B, Gemma 2 2B) categorize emails, while external verification services, authentication validation, and behavioral analysis contribute to a five-dimensional risk assessment through a sophisticated weighted ensemble algorithm. Click on any stage in the pipeline below to see detailed information.
Interactive Analysis Pipeline
Click any stage to view detailed information
Select a stage to view detailed information
Risk Calculation Methodology
Content Risk
35%AI verdicts, sentiment, linguistics, keywords, impersonation
URL Risk
30%External verification, suspicious patterns, domain reputation
Header Risk
20%Authentication failures, routing, IP reputation
Attachment Risk
10%File types, hashes, filename patterns