遇见数据集

mehddii/cicids2017-processed

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Hugging Face2026-05-09 更新2026-05-31 收录
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资源简介:

这是一个网络流量数据集,包含78个特征列,涵盖目标端口、流持续时间、前后向数据包数量、长度、统计信息、流量速率、时间间隔、标志位计数等网络流量属性,以及一个标签列。数据集分为训练集(2,016,284个样本)和测试集(504,078个样本),总大小约1.46 GB,适用于网络安全分析或机器学习分类任务,如入侵检测。

This is a network traffic dataset with 78 feature columns, including destination port, flow duration, forward/backward packet counts, lengths, statistical measures, flow rates, inter-arrival times, flag counts, and other network traffic attributes, along with a label column. The dataset is split into train (2,016,284 examples) and test (504,078 examples) sets, with a total size of approximately 1.46 GB, suitable for network security analysis or machine learning classification tasks such as intrusion detection.

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