SEI Digital Library
Latest Publications
A Quality Model for Machine Learning Components Quick Reference Guide
• Educational Material
Download a quick reference guide and definitions for the Quality Model for Machine Learning Components.
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Breaking Down Barriers: How LLMs Enable Software Analysis in Classified Environments
• Podcast
This podcast explores the use of LLMs in unclassified environments to rapidly develop tools that accelerate software analysis in classified environments with improved accuracy.
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A Decade of GHOSTS in the Machine: From Cyber Range Realism to Cognitive Mission Rehearsal
• SEI Report
This paper describes how GHOSTS evolved from simple activity generation into a platform for simulating complex human, organizational, and machine behavior.
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Data-Driven Defense: Cyber Resilience in the Age of AI
• Podcast
This podcast explores the use of data analytics as a “force multiplier” for cyber resilience and best practices to help organizations gain situational awareness.
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Software-Defined Warfare: Expanding the Frontier
• Podcast
This podcast explores the evolution of software-defined warfare and the challenges of implementing software on the battlefield.
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Using LLMs to Adjudicate Static-Analysis Alerts with Error Reduction Techniques
• Conference Paper
In this paper, the authors evaluate how well LLMs adjudicate static-analysis alerts, with and without error-reduction techniques, on three benchmarks: Juliet, FormAI, and SV-COMP.
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From Coordination Chaos to Mission Focus: The Waypoints Framework
• Podcast
This podcast explores the Waypoints Framework and how it can help teams visualize their work so they can own their processes.
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The AI Adoption Maturity Model v1.0
• Book
Developed by the SEI in collaboration with Accenture, the AI Adoption Maturity Model enables organizations to create an assessment-based roadmap for successful AI adoption.
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An LLM Evaluation Framework for High-Stakes AI
• Podcast
This podcast presents the Evaluation Large Language Models library, which turns evaluation from an ad-hoc process into a repeatable, extensible framework.
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Building Cyber Defenders of the Future: Curriculum Design for Emerging Roles
• Conference Paper
In this paper, the authors discuss developing hands-on curriculum for emerging Cyber Protection Team roles using learning engineering methods and open standards. This work was published by the European Conference …
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