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    Year: 2025

    Synthetic Data in Cybersecurity Research: SAFE4SOC’s Practical Approach

    Synthetic 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

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    Linking AI Outputs to Standards: SAFE4SOC’s Integration Logic

    Linking 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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    From Prototype to Pilot: Preparing SAFE4SOC for Operational Validation

    From 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

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    Resetting Momentum: SAFE4SOC’s Second-Phase Kick-Off

    Resetting 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

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    Preparing SOC Pilots: Constraints, Agreements, and Expectations in SAFE4SOC

    Preparing 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.

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