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Explainable AI for SOCs: SAFE4SOC’s Practical Perspective
WP5 and WP7 coordination meetings in March 2025 stressed that AI outputs must be understandable to SOC analysts. Models that cannot be explained risk being ignored, regardless of performance.
SAFE4SOC addressed this by anchoring AI results to structured alerts and transparent processing steps, supporting analyst trust and validation.
This approach aligns with broader European expectations around trustworthy AI.
Main note: SAFE4SOC prioritised explainability to support AI adoption in SOCs.
Links: https://safe4soc.eu