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The IF3070 Foundations of Artificial Intelligence (STEI ITB, 2024/2025-1) coursework split of the PhiUSIIL Phishing URL Dataset — 140,404 labelled rows and a 10,000-row unlabelled holdout, CC BY 4.0. Mirrored on Hugging Face.
KNN and Gaussian Naive Bayes built twice, from scratch and with scikit-learn, over the 140,404-URL PhiUSIIL corpus. Coursework reimplementation, not a security product.