PhishStorm - phishing / legitimate URL dataset

URLs dataset with features built and used for evaluation in the paper "PhishStorm: Detecting Phishing with Streaming Analytics" published in IEEE TNSM. The dataset contains 96,018 URLs: 48,009 legitimate URLs and 48,009 phishing URLs. This is a CSV file where the "domain" column provides a unique identifier for each entry (which is actually a URL). The "label" column provides the domain entry status, 0: legitimate / 1:phishing. Other columns provide computed values for features introduced in [1]. Please refer to the following publication when citing this dataset: [1] S. Marchal, J. Francois, R. State, and T. Engel. PhishStorm: Detecting Phishing with Streaming Analytics. IEEE Transactions on Network and Service Management (TNSM), 11(4):458-471, 2014.本数据集为发表于IEEE TNSM的论文《PhishStorm：基于流分析的钓鱼检测》（PhishStorm: Detecting Phishing with Streaming Analytics）中构建的、用于模型评估的URL数据集。 本数据集共包含96018条URL，其中合法URL与钓鱼URL各48009条。 本数据集采用逗号分隔值（CSV）格式存储，其中“domain”字段为每条记录（实际为URL）的唯一标识符；“label”字段用于标识该记录的类别：0代表合法URL，1代表钓鱼URL。 其余字段均为文献[1]中提出的特征的计算值。 引用本数据集时，请参考如下文献： [1] S. Marchal、J. Francois、R. State与T. Engel. PhishStorm：基于流分析的钓鱼检测[J]. IEEE网络与服务管理汇刊（IEEE Transactions on Network and Service Management, TNSM）, 2014, 11(4):458-471.

搜集汇总

背景与挑战

背景概述

该数据集是一个包含钓鱼和合法URL的CSV文件，总计96,018个URL，两类各占一半。数据集提供了域名、标签及多个计算特征值，用于钓鱼检测研究。