Composed Dataset for Encrypted Malicious Traffic Detection

该数据集是一个经过精心策划的集合，它融合了多个公开数据集，旨在为加密恶意流量检测与分类提供一个公平的比较基础。该数据集基于确保恶意流量与合法流量之间平衡的准则进行编制，包含了来自传统设备与物联网设备的数据，并具备协议无关的数值特征以及TLS/SSL特征。作为一个平衡的数据集，它大约包含了相等数量的恶意流量和合法流量，其任务是进行加密恶意流量的检测与分类。This dataset is a carefully curated collection integrating multiple public datasets, designed to provide a fair benchmark for encrypted malicious traffic detection and classification. Compiled under the principle of maintaining a balanced distribution between malicious and legitimate traffic, it encompasses data from both traditional devices and IoT devices, and includes protocol-agnostic numerical features as well as TLS/SSL features. As a balanced dataset, it contains approximately equal numbers of malicious and legitimate traffic samples, with its core task being encrypted malicious traffic detection and classification.