
Developed and released the initial High Confidence Buckets dataset for Secure Boot DB and KEK 2023 certificate rollout in the microsoft/secureboot_objects repository. The work involved data engineering and analysis to construct device buckets using SMBIOS identifiers, with criteria for high confidence derived from telemetry. Delivered the dataset in CSV format, accompanied by comprehensive documentation detailing data derivation, schema, and quality considerations. Provided clear guidance for administrators, OEMs, and non-Windows platforms to support phased, auditable certificate updates and partner replication. Focused on release quality, the work emphasized robust documentation and data structure to minimize rollout risk and support ecosystem adoption.
March 2026: Delivered the initial High Confidence Buckets dataset for Secure Boot DB and KEK 2023 certificate rollout in microsoft/secureboot_objects. The release includes the first published CSV set of high-confidence device buckets, comprehensive documentation on data derivation, bucket construction using SMBIOS identifiers, and telemetry-based confidence criteria. Provided rollout guidance for admins, OEMs, and non-Windows operating systems, with dataset structure, schema, and data quality notes to support auditable, phased certificate updates and ecosystem partner replication. Commit reference: aa2867ddc8fc676f8009a9e7acabee21097adfa6.
March 2026: Delivered the initial High Confidence Buckets dataset for Secure Boot DB and KEK 2023 certificate rollout in microsoft/secureboot_objects. The release includes the first published CSV set of high-confidence device buckets, comprehensive documentation on data derivation, bucket construction using SMBIOS identifiers, and telemetry-based confidence criteria. Provided rollout guidance for admins, OEMs, and non-Windows operating systems, with dataset structure, schema, and data quality notes to support auditable, phased certificate updates and ecosystem partner replication. Commit reference: aa2867ddc8fc676f8009a9e7acabee21097adfa6.

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