PhreshPhish is a large-scale, real-world dataset and benchmark for phishing webpage detection containing phishing and benign HTML-URL pairs.
Train 498,255 samples: 276,729 benign and 221,526 phish
Test 168,060 samples: 91,260 benign and 76,876 phish
Benchmarks 975 benchmarks with base rates ranging from [5e-4, 1e-3, 5e-3, 1e-2, 5e-2]
v1.0.1 (2026-02-07): Added ~200k new samples collected between March and December 2025, improved temporal… See the full description on the dataset page:
https://huggingface.co/datasets/xmalin/phreshphish.
