Historical milestone · 1977

    Biba integrity model

    Reviewed through September 18, 2026

    1977 · Historical milestone

    Biba integrity model

    Era
    1970s
    Theme
    Safety, security & alignment
    Evidence form
    Defined an information-flow model designed to prevent unauthorized lowering of data integrity
    School / paradigm
    Computer security
    Institution / context
    MITRE
    Researchers
    Kenneth J. Biba

    Understand

    Plain-language record, transferred from the reviewed source module.

    Theory or experimental setup. Separated integrity from confidentiality and formalized trusted-direction rules for data and processes.

    Result / historical claim. Rigid lattice policies can be hard to apply to dynamic, probabilistic workflows.

    Apply

    Professional implication, only where the reviewed record states one.

    The checked-in record does not state a separate professional application for this entry. The topic page places it in the wider research lineage: Safety, security, and alignment.

    Verify

    Evidence status, stated limitations, and the external sources this record actually carries.

    Evidence form. Defined an information-flow model designed to prevent unauthorized lowering of data integrity

    Limitation / debate. Data provenance, trusted tool outputs, agent memory integrity, and contamination control.

    Source status. The source link below is the verified link our reviewed topic research already carries for this milestone.

    Reproduce

    A reproduction tutorial is linked only when one exists for this exact record.

    A reproduction tutorial is not yet available for this entry. The closest reviewed material is Safety, security, and alignment.

    Cite or share

    APA-like: This historical record carries a year only, and no author or publisher of record in the checked-in data. An APA reference would have to invent that metadata.

    BibTeX: BibTeX requires an author and publication venue. Historical lineage entries store a narrative record and its source link, not structured authorship, so the field would be fabricated.

    Related

    Appears in AI governance becomes measurable infrastructure.