Knowing the Limits of AI in SOC Contexts: SAFE4SOC Perspective SAFE4SOC’s AI discussions in 2025 were notable for their realism. Partners explicitly defined where AI meaningfully supports SOC operations
Read MoreExplainable 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
Read MoreSynthetic Data in Cybersecurity Research: SAFE4SOC’s Practical Approach SAFE4SOC’s WP5 meetings in March 2025 addressed the use of synthetic IDMEFv2 datasets for AI training and validation. This approach was
Read MoreLinking AI Outputs to Standards: SAFE4SOC’s Integration Logic WP5 and WP3 discussions in early 2025 explored how AI outputs could meaningfully inform standardisation. By expressing AI detections as IDMEFv2
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