Elastic 以 AI 驱动的安全分析改变 SIEM 游戏_AI阅读总结 — 包阅AI

Traditional SIEMs have heavily relied on the human behind the screen for success. Alerting, dashboarding, threat hunting, and finding context among a deluge of signals are all very human-intensive. Search AI will upend this old model and replace the traditional SIEM with an AI-driven security analytics solution for the modern SOC. Imagine a system that sifts through all of your data, ignoring the noise and identifying what’s critical, discovering specific attacks, and crafting specific remediations. Powered by the Elastic Search AI Platform, Elastic Security is delivering on this evolution, replacing largely manual processes for configuration, investigation, and response. The Search AI platform uniquely combines search and retrieval augmented generation (RAG) to provide hyper-relevant results that matter.

Since the release of Elastic Security for SIEM in 2019, the solution has grown to include some of the industry’s most advanced analytics capabilities, including 100+ prebuilt ML-based anomaly detection jobs to detect previously unknown threats fast. Elastic introduced Elastic AI Assistant for Security last year to help SOC analysts with rule authoring, alert summarization, and workflow and integration recommendations. IDC recently highlighted how Elastic overcomes these limitations in an IDC Market Perspective on their impressions of AI Assistant.

Co-pilots like AI Assistant are fast becoming table-stakes for many types of security products. As such, these early efforts still depend on the ability of the analyst to use them effectively. It is now time to integrate AI guidance and automation into the core investigative workflows of the SOC. Today, we are ushering in a new AI feature, Elastic Attack Discovery (patent pending), powered by the Elastic Search AI Platform. Attack Discovery triages hundreds of alerts down to the few attacks that matter with a single button click and returns results in an intuitive interface, allowing security operations teams to quickly understand the presented attacks, take immediate follow-up actions, and more.