zhanfwei-0226/phreshphish

PhreshPhish是一个用于钓鱼网页检测的大规模、真实世界的数据集和基准测试，包含钓鱼和良性HTML-URL对。训练集有498,255个样本（276,729个良性样本和221,526个钓鱼样本），测试集有168,060个样本（91,260个良性样本和76,876个钓鱼样本）。此外，还提供了975个基准测试，基准率范围从[5e-4, 1e-3, 5e-3, 1e-2, 5e-2]。数据集的使用仅限于反钓鱼研究，并遵循Creative Commons Attribution 4.0 International许可。

PhreshPhish is a large-scale, real-world dataset and benchmark for phishing webpage detection containing phishing and benign HTML-URL pairs. The train set has 498,255 samples: 276,729 benign and 221,526 phish, and the test set has 168,060 samples: 91,260 benign and 76,876 phish. Additionally, it includes 975 benchmarks with base rates ranging from [5e-4, 1e-3, 5e-3, 1e-2, 5e-2]. The dataset is released under Creative Commons Attribution 4.0 International license and should only be used for anti-phishing research.