{
  "abstract": "The first case study of the HEAIN Framework, CineNexus Pro, showed that all of its mechanisms work together in a company with many sites [13]. Public-sector work demands more: decisions no single party can make alone, records that outsiders can verify, and data that must never be traced back to a person. This paper reports the second case study, a hypothetical deployment of the HEAIN Framework for public-safety governance in Thailand's southern border provinces (Pattani, Yala, Narathiwat and four districts of Songkhla). The area is under two special security laws at once; the Prevention and Suppression of Torture and Enforced Disappearance Act B.E. 2565 (2022) requires every detention to be recorded and reported at once [17]; and trust between citizens and the state remains low.\n\nThe author designed a full-size, four-tier deployment (a Primary at the SBPAC with an independent committee, 4 provincial units, 37 districts, and sub-district Workers), then turned it into a 19-node simulation running the real heain-core in containers on a single HP Z840, and broke the requirements down into 20 test scenarios (D1–D20). They cover data that stays in its own district, survival when a district is cut off, incident certification by a four-party committee, approvals bound to a single incident that expire, custody records that cannot be altered, petitions that cannot be traced to the petitioner, a public transparency log time-stamped under RFC 3161, keys never held whole on a field machine, short-lived node certificates, prohibited functions, data from outside the trust boundary, a bias gate for camera models, and safety duties that continue after the license expires.\n\nIn the final run every scenario passed all 306 checks across 12 rounds. A 24-hour soak under 71 random faults processed 272,321 jobs with none lost or run twice, and a scale test at 330 nodes, matching the area's real number of districts, passed all 22 checks. The case study led to 21 changes to heain-core in 12 commits, including 10 groups of new mechanisms the first case did not need. The paper also proposes a four-phase pilot plan with success indicators and states what must still be done before real use. All results can be reproduced from the scripts in the repository.\n\nKeywords: HEAIN Framework, heain-core, Case Study, Public Safety, Human Rights, Multi-Party Approval, Transparency Log, Data Sovereignty, Network Partition, Scale Testing, Edge AI",
  "abstract_shown": true,
  "affiliations": [
    "Independent Researcher"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 1,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "JAKKRIT BOONMA",
      "orcid": "0009-0000-7165-3787"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/5ffz28e9vdv4x.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23421782",
  "fulltext_url": null,
  "id": "5ffz28e9vdv4x",
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  "landing_url": "https://zenodo.org/records/23421782",
  "language": "eng",
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
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  "pdf_url": "https://zenodo.org/api/records/23421782/files/HEAIN_Southern_Border_Case_Study_EN.pdf/content",
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-16",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/5ffz28e9vdv4x.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:17:35Z",
      "native_id": "23421782",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23421782"
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  "subjects": [],
  "title": "The Southern Border Provinces Case Study on heain-core Validating the HEAIN Framework for Accountable Public-Safety Governance through a 19-Node, 4-Tier Simulation, 20 Test Scenarios, a 24-Hour Soak and a 330-Node Scale Test",
  "title_text": "The Southern Border Provinces Case Study on heain-core Validating the HEAIN Framework for Accountable Public-Safety Governance through a 19-Node, 4-Tier Simulation, 20 Test Scenarios, a 24-Hour Soak and a 330-Node Scale Test",
  "type": "preprint",
  "updated_at": "2026-10-30T12:33:34Z",
  "url": "https://research.draconitic.com/paper/5ffz28e9vdv4x",
  "venue": "Zenodo",
  "versions": [
    {
      "doi": "10.5281/zenodo.23421943",
      "pid": "05vvv2banqqgz",
      "relation": "published-as",
      "title": "กรณีศึกษาจังหวัดชายแดนภาคใต้บน heain-core การตรวจสอบ HEAIN Framework สำหรับการกำกับดูแลความปลอดภัยสาธารณะที่ตรวจสอบได้ ด้วยการจำลอง 19 โหนด 4 ชั้น 20 ฉากทดสอบ การทดสอบต่อเนื่อง 24 ชั่วโมง และการทดสอบขนาด 330 โหนด",
      "venue": "Zenodo"
    }
  ]
}