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This document presents insights and methodologies derived from the coordination of vulnerabilities in artificial intelligence (AI) and machine learning (ML) systems, focusing on the Coordinated Vulnerability Disclosure (CVD) process. The authors, researchers at Carnegie Mellon University, discuss the evolving risks in cybersecurity related to AI systems and provide a framework for managing vulnerabilities and ensuring effective disclosure.
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Lessons learned in coordinated refers to the insights and evaluations derived from past experiences in coordination efforts, which help improve future projects and ensure best practices are implemented.
Typically, project managers, team leaders, and key stakeholders involved in the coordination process are required to file lessons learned.
To fill out lessons learned, individuals should document specific experiences, evaluate outcomes, identify challenges and successes, and suggest improvements, following a predefined template or guidelines.
The purpose of lessons learned is to capture knowledge from completed projects to inform future efforts, enhance team performance, and avoid repeating mistakes.
Information that must be reported includes project objectives, what was successful, what challenges were encountered, recommendations for future projects, and overall impacts on the coordination process.
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