mehddii/cicids2017-processed-v2

该数据集是一个网络流量数据集，包含78个特征，覆盖网络流的各个方面，如目的地端口、流量持续时间、前后向数据包数量、数据包长度统计（最大、最小、均值、标准差）、流量速率（字节/秒、数据包/秒）、流量间隔时间（IAT）统计、TCP标志计数（如FIN、SYN、ACK等）、数据包大小比率、子流统计以及活动与空闲时间特征。数据集中包含一个标签（Label）字段，用于分类或识别目的，可能表示流量类型（如正常或恶意流量）。数据集分为训练集（2,017,846个样本）和测试集（504,469个样本），总大小约1.46 GB。This dataset is a network traffic dataset containing 78 features covering all aspects of network flows, including destination port, traffic duration, number of forward and backward packets, packet length statistics (maximum, minimum, mean, standard deviation), traffic rates (bytes per second, packets per second), inter-arrival time (IAT) statistics, TCP flag counts (e.g., FIN, SYN, ACK, etc.), packet size ratio, subflow statistics, as well as active and idle time features. The dataset includes a "Label" field for classification or identification purposes, which may indicate the traffic type such as normal or malicious traffic. The dataset is divided into a training set with 2,017,846 samples and a test set with 504,469 samples, with a total size of approximately 1.46 GB.