Phishing Email: 11 Curated Datasets

We have curated 11 datasets. The Nazario and Nigerian Fraud datasets contain only phishing emails.Cite this dataset:A. I. Champa, M. F. Rabbi, and M. F. Zibran, “Why phishing emails escape detection: A closer look at the failure points,” in 12th International Symposium on Digital Forensics and Security (ISDFS), 2024, pp. 1–6 (to appear).or@inproceedings{champa2024why, title={Why Phishing Emails Escape Detection: A Closer Look at the Failure Points}, author={Champa, Arifa I and Rabbi, Md Fazle and Zibran, Minhaz F}, booktitle={12th International Symposium on Digital Forensics and Security (ISDFS)}, pages = {1--6 (to appear)}, year={2024}}

我们共整理了11个数据集。其中Nazario数据集与尼日利亚欺诈数据集仅包含钓鱼邮件（phishing emails）。本数据集的引用格式如下：A. I. Champa、M. F. Rabbi与M. F. Zibran，《为何钓鱼邮件能够绕过检测：深入剖析失效节点》，收录于2024年第12届数字取证与安全国际研讨会（ISDFS），第1–6页（待发表）。或使用BibTeX引用格式：@inproceedings{champa2024why, title={Why Phishing Emails Escape Detection: A Closer Look at the Failure Points}, author={Champa, Arifa I and Rabbi, Md Fazle and Zibran, Minhaz F}, booktitle={12th International Symposium on Digital Forensics and Security (ISDFS)}, pages = {1--6 (to appear)}, year={2024}}

搜集汇总

背景与挑战

背景概述

该数据集是一个钓鱼邮件相关数据集合，包含11个精心整理的数据集，涉及多个来源如Enron和TREC，其中Nazario和Nigerian Fraud数据集专门仅含钓鱼邮件。数据集发布于2024年，旨在支持钓鱼邮件检测失败点的研究，适用于网络安全领域分析。