DiscoverUnscripted | David RavivLLM Kiddies: The New Script Kiddies? A Veteran SOC Analyst's Take on AI's Security Revolution
LLM Kiddies: The New Script Kiddies? A Veteran SOC Analyst's Take on AI's Security Revolution

LLM Kiddies: The New Script Kiddies? A Veteran SOC Analyst's Take on AI's Security Revolution

Update: 2025-01-14
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Description

From SOC analyst to AI innovator: How Dylan Williams navigates the intersection of cybersecurity and artificial intelligence, revealing why he believes we're entering the age of 'LLM Kiddies' and what it means for the future of security operations.




Synopsis:


In this engaging conversation, cybersecurity expert Dylan Williams discusses his journey from traditional security operations to AI innovation, sharing invaluable insights on the transformation of cybersecurity through AI and LLMs. He explores the promises and pitfalls of AI in security operations, the emergence of AI-powered threats, and practical considerations for implementing AI in security workflows.




Timeline:


0:00 - Introduction and welcome


0:35 - Dylan's background in security operations and blue teaming


2:00 - Transition from traditional security to AI/LLM specialization


3:44 - Early career journey and entering cybersecurity


4:14 - Discussion on curiosity in cybersecurity careers


5:46 - Modern learning resources and certification value


8:37 - Current state of AI adoption in cybersecurity


13:56 - Analysis of Microsoft Copilot and AI integration challenges


16:17 - AI as a junior analyst concept


20:32 - Discussion of current LLM limitations


24:44 - Analysis of SOC automation using AI agents


27:41 - Framework for evaluating AI implementation in security


30:24 - Importance of explainable AI in security


32:19 - Vendor integration of AI capabilities


35:18 - Discussion of adversarial use of AI


41:11 - Risks of AI monoculture in security tools


43:35 - Cost implications of AI in security operations


46:21 - Concerns about over-reliance on AI tools


51:08 - Data privacy concerns with public LLMs


54:33 - Closing thoughts and future projects


57:16 - Conclusion

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LLM Kiddies: The New Script Kiddies? A Veteran SOC Analyst's Take on AI's Security Revolution

LLM Kiddies: The New Script Kiddies? A Veteran SOC Analyst's Take on AI's Security Revolution

David Raviv