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ThreatFight Research

Security research on genomic infrastructure: sequencers, lab and instrument software, bioinformatics pipelines and genomic data platforms. Every post ships its own data or code, links a primary source for each claim, and keeps a dated record of corrections.

Research

Original data, code or analysis on genomic infrastructure security.

  1. Public record

    Genomic infrastructure security, 2023–2026: what the public record shows

    Advisories, CVEs, breaches and policy affecting sequencing instruments, lab software, bioinformatics pipelines and genomic data holders, with sources linked and caveats on figures we could not verify.

Notes

Shorter pieces: methods, tooling and reading of the public record.

Nothing published here yet.

Archive: MalCloud era

Posts from 22 March to 16 April 2026, written while ThreatFight was building MalCloud, a threat-intelligence platform. MalCloud no longer receives feature work, and our research now covers genomic infrastructure. Each post carries a banner and its corrections.

  1. Updated 23 Oct 2026 MalCloud era 5 corrections

    Why Your Threat Intelligence Context Doesn't Export

    STIX bundles carry nodes and edges. Most platforms don't put analyst reasoning, confidence history or provenance into them, even where STIX 2.1 could carry it.

  2. Updated 23 Oct 2026 MalCloud era 5 corrections

    Detection-as-Code: Generating Sigma Rules from Threat Intelligence

    Detection-as-code with Sigma as the intermediate format: example rules, conversion to Splunk, Elastic and Microsoft Defender queries with sigma-cli, test cases and coverage measurement.

Responsible for genomic infrastructure?

Security assessments for sequencing labs, biobanks, clinical genomics labs and genomic data platforms, and data-flow mapping for the DOJ Data Security Program.

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