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
Read MoreKnowing 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 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
Read MoreFrom Prototype to Pilot: Preparing SAFE4SOC for Operational Validation WP8 meetings in early 2025 highlighted that moving toward pilots requires more than technical readiness. Operational workflows, legal constraints, and
Read MoreResetting Momentum: SAFE4SOC’s Second-Phase Kick-Off The SAFE4SOC kick-off meeting in February 2025 marked a clear transition into a second, more execution-focused phase. Partners openly acknowledged delays, staffing changes, and
Read MorePreparing SOC Pilots: Constraints, Agreements, and Expectations in SAFE4SOC WP8 discussions in early 2025 focused on preparing pilot SOCs for validation activities. This process involved more than technical readiness.
Read MoreFrom Requirements to Architecture: Translating SOC Needs into SAFE4SOC Design SAFE4SOC’s architecture did not emerge in isolation. It is the result of iterative discussions linking operational needs, regulatory constraints,
Read MoreWhy Information-Sharing Gateways Matter in SOC Collaboration During technical discussions in June 2024, SAFE4SOC partners repeatedly returned to the role of gateways in enabling secure and policy-compliant information sharing
Read MorePolicy Enforcement at SOC Boundaries: SAFE4SOC Gateway Design Technical discussions in June 2024 examined how gateways could enforce sharing rules without overcomplicating workflows. SAFE4SOC gateways were designed to apply
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