Cloud Security Podcast by Google EP170 Redefining Security Operations: Practical Applications of GenAI in the SOC
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Apr 29, 2024 Payal Chakravarty, Director of Product Management at Google SecOps, discusses practical applications of GenAI in security operations, challenges, and risks. The podcast explores the role of AI in empowering junior analysts, automation in SOAR, and enhancing security measures. Future insights on AI in security operations and recommended reading are also discussed.
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GenAI Use Cases in SecOps
- Generative AI can automate tedious SecOps tasks like artifact generation, summarization, and query writing.
- This frees up analysts to focus on more complex investigations and connect dots between different data sets.
Building Trust in AI
- Build trust in AI-generated queries and rules by improving accuracy and reducing hallucinations.
- Continuously learn from searches and incorporate correct queries into prompts for in-context learning.
AI-Driven Talent Scaling
- AI can scale talent by handling simple security cases, allowing junior analysts to focus on complex issues.
- This accelerates their learning and development instead of replacing their roles entirely.