Phishing Attack Dataset

The data set has been prepared as 2 different versions. The data set was shared in two versions due to the fact that the researchers could easily reproduce the tests and hardware limitations. The first version (small_dataset) was prepared using a 10% sub-sample of all dataset. The other version (big_dataset) contains the entire data. In this study, the scenarios tested were run on the small_dataset. The most successful configuration that was selected as a result of the analysis on small_dataset was applied to big_dataset.Both versions were divided into 3 parts: train, validation and test. The proportions used in the split process are as follows; train: 0.7, val: 0.2 and test: 0.1Phishing URLs are collected from Phishtank, Legal URLs are collected from Commoncrawl. Datasets are shared under dataset/ folder. The dataset folder has the following structure.