SIEM tools aggregate data from multiple log sources, enabling search and investigation of security incidents and specific rules for detecting attacks. Popular SIEM offerings include Splunk, ArcSight, Elastic, Exabeam, and Sumo Logic. These systems work by collecting event data from a variety of sources like logs, applications, network devices, servers, and firewalls, using proprietary collection agents to bring it all directly into their centralized platform.