Phishing Websites Dataset

These data consist of a collection of legitimate as well as phishing website instances. Each website is represented by the set of features which denote, whether website is legitimate or not. Data can serve as an input for machine learning process. In this repository the two variants of the Phishing Dataset are presented. Full variant - dataset_full.csv Short description of the full variant dataset: Total number of instances: 88,647 Number of legitimate website instances (labeled as 0): 58,000 Number of phishing website instances (labeled as 1): 30,647 Total number of features: 111 Small variant - dataset_small.csv Short description of the small variant dataset: Total number of instances: 58,645 Number of legitimate website instances (labeled as 0): 27,998 Number of phishing website instances (labeled as 1): 30,647 Total number of features: 111本数据集收录了合法网站与钓鱼网站（phishing website）两类样本。每个网站均通过一组特征进行表征，这些特征可用于判定该网站是否为合法网站。该数据集可作为机器学习任务的输入数据。本仓库中提供了该钓鱼数据集的两个版本：完整版本（dataset_full.csv）与精简版本（dataset_small.csv）。完整版本数据集详情：总样本量：88647条；合法网站样本（标签为0）：58000条；钓鱼网站样本（标签为1）：30647条；特征总数：111个。精简版本数据集详情：总样本量：58645条；合法网站样本（标签为0）：27998条；钓鱼网站样本（标签为1）：30647条；特征总数：111个。