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Wayfind — AI-Powered Phishing URL Detector

Wayfind — AI-Powered Phishing URL Detector

AI-powered phishing detection.

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Created on 31st August 2026

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Wayfind — AI-Powered Phishing URL Detector

Wayfind — AI-Powered Phishing URL Detector

AI-powered phishing detection.

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The problem Wayfind — AI-Powered Phishing URL Detector solves

Phishing websites can look legitimate and trick users into sharing sensitive information. Wayfind uses machine learning to analyze URLs and identify potentially malicious websites, helping users detect phishing threats quickly.

Challenges I ran into

Building reliable URL features and improving model accuracy was challenging. I handled this by carefully preprocessing the data, selecting meaningful features, and testing the model on unseen data to improve its reliability.

Technologies used

HTML

CSS

JavaScript

Flask

scikit-learn

NumPy

Machine Learning

pandas

Python

Data Visualization

Discussion

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