TurkQuish Backend is the FastAPI-based inference

TurkQuish Backend is the FastAPI-based inference service for TurkQuish, an explainable URL-only QR-code phishing detection framework designed for the Turkish web ecosystem.

The backend receives a decoded URL string from a client application, extracts URL-only features, performs machine-learning-based classification, generates risk scores and explanations, and returns structured results through a REST API.

TurkQuish is designed for URL-only inference. It does not query DNS, WHOIS, webpage HTML, screenshots, browser reputation services, or third-party security lookup APIs during inference.