Curated Dataset - Phishing Email

We have curated 7 repositories.The Ling and Enron datasets possess just two features: ‘Subject’ and ‘Body’. The other datasets consists of six features, namely ‘Sender’, ‘Receiver’, ‘Date’, ‘Subject’, ‘Body’, and ‘Urls’.<br>Please cite this dataset:<br>A. I. Champa, M. F. Rabbi, and M. F. Zibran, “Curated datasets and feature analysis for phishing email detection with machine learning,” in 3rd IEEE International Conference on Computing and Machine Intelligence (ICMI), 2024, pp. 1–7 (to appear).<br>or @inproceedings{champa2024curated, title={Curated Datasets and Feature Analysis for Phishing Email Detection with Machine Learning}, author={Champa, Arifa I and Rabbi, Md Fazle and Zibran, Minhaz F}, booktitle={3rd IEEE International Conference on Computing and Machine Intelligence (ICMI)}, pages = {1--7 (to appear)}, year={2024}}

我们精选整理了7个数据集仓库。Ling数据集与Enron数据集仅包含两项特征：主题（Subject）与正文（Body）。其余数据集则包含六项特征，分别为发送者（Sender）、接收者（Receiver）、日期（Date）、主题（Subject）、正文（Body）以及链接（Urls）。
请引用本数据集：
A. I. Champa、M. F. Rabbi 及 M. F. Zibran，《用于机器学习钓鱼邮件检测的精选数据集与特征分析》，收录于2024年第3届IEEE计算与机器智能国际会议（ICMI），第1–7页（待发表）。
或使用以下BibTeX引用格式：
@inproceedings{champa2024curated, title={Curated Datasets and Feature Analysis for Phishing Email Detection with Machine Learning}, author={Champa, Arifa I and Rabbi, Md Fazle and Zibran, Minhaz F}, booktitle={3rd IEEE International Conference on Computing and Machine Intelligence (ICMI)}, pages = {1--7 (to appear)}, year={2024}}

搜集汇总

背景与挑战

背景概述

该数据集是一个精选的钓鱼邮件数据集，包含7个不同来源的邮件数据，特征数量从2个到6个不等，适用于机器学习在钓鱼邮件检测领域的研究。数据集已被相关学术论文引用，并遵循CC BY 4.0许可协议。