BSidesSF 2024 - Next-Gen Detection: Harnessing LLMs for Sigma Rule Automation (Dave Johnson)

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Security BSides San Francisco

Security BSides San Francisco

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Next-Gen Detection: Harnessing LLMs for Sigma Rule Automation
Dave Johnson
Explore the frontier of detection engineering in this talk, which delves into using LLMs for automating Sigma rule generation. We'll examine approaches like RAG, fine-tuning, and prompt-chaining, comparing their effectiveness in streamlining threat detection.
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