vulcansiem/synthetic-syslog-1B

该数据集生成器产生符合RFC 5424标准的合成系统日志事件，专为高性能安全信息和事件管理（SIEM）系统的基准测试设计。它模拟了现实的企业遥测数据，包括认证日志、网络流、进程活动和横向移动模式。数据格式为RFC 5424系统日志格式，包含嵌入在[SD]块中的结构化数据，以及UTF-8纯文本日志。数据集是合成的，不包含真实用户数据、真实IP地址或生产系统日志，因此适合基准测试和研究使用。

This dataset generator produces synthetic RFC 5424-compliant syslog events designed for benchmarking high-performance Security Information and Event Management (SIEM) systems. It simulates realistic enterprise telemetry including authentication logs, network flows, process activity, and lateral movement patterns. The format is RFC 5424 syslog format with structured data embedded in [SD] blocks and UTF-8 plain text logs. The dataset is synthetic and does not contain real user data, real IP addresses, or production system logs, making it safe for benchmarking and research use.