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Cybersecurity Analyst is an AI agent that provides on-demand threat intelligence, incident response, and vulnerability analysis, reasoning like a senior analyst with mappings to standard frameworks.
CyberFactory is an open-source framework for scaling cybersecurity capabilities by constructing executable tasks from real-world vulnerability artifacts and training AI models with verifiable agent trajectories.
This paper presents a reproducible pipeline for mapping CVEs to MITRE ATT&CK techniques using a curated gold dataset, and investigates the limits of using LLM-assisted labeling to expand training data, finding that LLM-generated labels do not reliably improve performance due to evaluation noise and label quality issues.
This PDF report examines the current state of security for the Model Context Protocol (MCP), covering vulnerabilities and best practices.