Scott Roberts

[entity_type::person] [role::cybersecurity-analyst-practitioner]

Cybersecurity analyst and practitioner. Blogs at sroberts.io. Presenter at SANS Emerging Threats Summit 2025 where he presented “LLMs and Structured Analytic Techniques.”

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Contributions to This Wiki

• Roberts: LLM SATs FTW (2025) — empirical implementation of LLM-assisted SATs (Starbursting, ACH, Key Assumptions Check) with working open-source tools
• First source in this wiki to provide working code and empirical results rather than theoretical frameworks
• Found key LLM implementation constraints: ACH requires multi-step sequential queries; Key Assumptions Check suffers from cross-chunk context loss

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Tools Published

• Starbursting: https://sat-starburst.streamlit.app/
• ACH: https://sat-ach.streamlit.app/
• Key Assumptions Check: https://sat-kac.streamlit.app/
• Code: https://github.com/sroberts/talk-llm-sats-ftw-code/

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Mentioned In

• Roberts: LLM SATs FTW (2025)