Team Assignment · Data & Algorithms
Phishing URL Classifier
Preparing URL data to compare phishing-detection models.
Background
A team classification assignment exploring how URL data can distinguish phishing links from legitimate ones.
Key Decisions
Use a Shared Preparation Pipeline
Prepare URL data through a common workflow for the team’s KNN and Gaussian Naive Bayes comparison.
Results
A common preparation workflow for comparing the two models. The gallery shows saved analysis from the assignment; no new accuracy claim is made.
Contribution
I cleaned and preprocessed the URL data and assembled the shared pipeline. Teammates implemented KNN and Gaussian Naive Bayes.