Skip to content
DraconiticResearch
Search Sources API
203,952 studies31 sourcesUpdated 58 min ago
PreprintCC BY 4.0Zenodo

Namespace-Level Isolation for Shared On-Premise AI Infrastructure

  • Micky Irons1
  1. 1Mickai LTD
Open at sourcePDFDOICite

Abstract

A technical paper on why database-level row filtering is access control, not isolation, for multi-department AI deployments on shared on-premise infrastructure, with a concrete failure mode and a structural, namespace-level fix.

Related

  1. The Infrastructure Behind the Experiment: Rethinking Research Supply as a Shared Scientific Resource
    Barbara A. Daily, Kimberly A. Brown, Keon W. Littrell +2
    FASEB bioAdvancesPeer-reviewedCC BYFull textEurope PMC
  2. Mapping Country-Level Structural Capacity Constraints in Brachytherapy Infrastructure for Locally Advanced Cervical Cancer in the Americas: A cross-sectional study
    David Viveros-Carreño, Nathalia Mora-Soto, Isabel Beshar +7
    International journal of gynecological cancer : official journal of the International Gynecological Cancer SocietyPeer-reviewedLicence not statedFull textMedical imaging & radiologyPMC
  3. MiCampo: A Multi-Level Digital Cooperative Infrastructure for Agroecological Planning, Participatory Certification and Territorial Market Coordination
    Stéphane Jean-Paul Dupas, Benjamin Lysaniuk, Melchor Ruiz Gonzalez +2
    EcoEvoRxivPreprintCC BY 4.0Full textEcologyEcoEvoRxiv
  4. Digital infrastructure and local food supply diversity: evidence from 257 Chinese prefecture-level cities
    Chunyan Li, Chongtao Chen
    Frontiers in Sustainable Food SystemsPeer-reviewedCC BYFull textGeneral biologyNutritionDOAJ
  5. Metabolomic profiling and pathway level multiomics integration identify shared stress associated and drug specific responses in the parasitic nematode Anisakis simplex s.s.
    Elżbieta Łopieńska-Biernat, Mateusz Maździarz, Iwona Polak
    Scientific ReportsPeer-reviewedCC BY 4.0Crossref

Cite

BibTeXRIS
BibTeX
@misc{irons2026namespacelevel,
  title = {{Namespace-Level Isolation for Shared On-Premise AI Infrastructure}},
  author = {Micky Irons},
  howpublished = {Zenodo},
  year = {2026},
  month = oct,
  doi = {10.5281/zenodo.23513703},
  url = {https://zenodo.org/records/23513703},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - Namespace-Level Isolation for Shared On-Premise AI Infrastructure
AU  - Micky Irons
PY  - 2026
DA  - 2026/10/20
PB  - Zenodo
DO  - 10.5281/zenodo.23513703
UR  - https://zenodo.org/records/23513703
AB  - A technical paper on why database-level row filtering is access control, not isolation, for multi-department AI deployments on shared on-premise infrastructure, with a concrete failure mode and a structural, namespace-level fix.
ER  -