{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6376",
 "identifier": "kaal:position:2026-07-31-6376",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Securing Smart Contracts In Fog Computing Machine Learning Based Attack  37E1934Da7",
 "text": "Securing Smart Contracts in Fog Computing: Machine Learning-Based Attack Detection for Registration and Resource Access Granting presents the following source proposition: However, the use of smart contracts for registration and resource access granting is vulnerable to various types of attacks that can compromise their security. This proposition is pertinent to Kaal's source-bound claim that Retroactive public goods funding via results oracles in DAO format fails at the governance layer: even where the core resource distribution concept works, the project remains exposed to decentralized governance attack vectors because the governance design lacks attack resistance. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
  "consensus-and-security",
  "governance-design",
  "dao",
  "smart-contracts",
  "historical-response",
  "scholarly-literature",
  "openalex"
 ],
 "scope_conditions": [
  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3587.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Securing Smart Contracts in Fog Computing: Machine Learning-Based Attack Detection for Registration and Resource Access Granting",
  "url": "https://doi.org/10.1109/access.2024.3378736"
 },
 "extends": {
  "identifier": "kaal:claim:4685567-021",
  "url": "https://wulfkaal.github.io/claims/4685567-021",
  "citation": "Wulf A. Kaal, Impact Investing Innovation - From Impact 1.0 to 3.0 (2024). SSRN: https://ssrn.com/abstract=4685567",
  "paper": "Wulf A. Kaal, Impact Investing Innovation - From Impact 1.0 to 3.0",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4685567",
  "source_pdf_sha256": "87fb1be89d2661967ed2b0b673fe26448ded3bc3119b122177a4fc13ae5c085c"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/4685567-021"
  },
  {
   "@type": "CreativeWork",
   "name": "Securing Smart Contracts in Fog Computing: Machine Learning-Based Attack Detection for Registration and Resource Access Granting",
   "url": "https://doi.org/10.1109/access.2024.3378736"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0004",
 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
 "isPartOf": {
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 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6376",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6376.md",
 "candidateId": "kaal:response-draft:2026-07-31:4681e6b933174e1fcf4f",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3587,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: smart, contracts, attack, resource, types, security. Scope: results oracle operating as a DAO; retroactive public goods funding designs.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4392939943",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.1109/access.2024.3378736",
  "doi": "10.1109/access.2024.3378736",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4392939943",
   "DOI": "10.1109/access.2024.3378736"
  },
  "retrievedAt": "2026-07-31T17:52:19.064Z",
  "providerPage": 18,
  "rawObservationSha256": "bbbed740a849ab5724a7e6fdcb97a43aac44014e07bf37ca4b79af916c0e3e2c",
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  "inputLine": 10906,
  "chunkId": "openalex-00004",
  "workId": "work:doi:10.1109/access.2024.3378736",
  "workAuthors": [
   "Tahmina Ehsan",
   "Muhammad Usman Sana",
   "Muhammad Usman Ali",
   "Elizabeth Caro Montero",
   "Eduardo Silva Alvarado",
   "Sirojiddin Djuraev",
   "Imran Ashraf"
  ],
  "workPublishedAt": "2024-01-01",
  "identityKeys": [
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   "openalex:https://openalex.org/w4392939943",
   "url:https://doi.org/10.1109/access.2024.3378736",
   "title:ed57e9ee9555b3b2c59758b6",
   "proposition:835ae30ff3ac6b1b0fdefc09168dde4b3ed46a8d471727fa56492eaa33243335"
  ],
  "sourceProposition": "However, the use of smart contracts for registration and resource access granting is vulnerable to various types of attacks that can compromise their security.",
  "sourcePropositionSha256": "6ab5d00835fab73bb57ed03a8394c102e3b0e11c2e33a47eee88dc1708a3e806",
  "sourcePropositionIndex": 1,
  "claimMappings": [
   {
    "claimId": "kaal:claim:4685567-021",
    "claimUrl": "https://wulfkaal.github.io/claims/4685567-021",
    "rank": 1,
    "confidence": 0.3587,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, attack, resource, types, security. Scope: results oracle operating as a DAO; retroactive public goods funding designs.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3652481-009",
    "claimUrl": "https://wulfkaal.github.io/claims/3652481-009",
    "rank": 2,
    "confidence": 0.3441,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, vulnerable, attacks, security, blockchain. Scope: a bug exists in deployed DAO code.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3067615-004",
    "claimUrl": "https://wulfkaal.github.io/claims/3067615-004",
    "rank": 3,
    "confidence": 0.3385,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, machine, blockchain, technology, applications. Scope: ICO market through 2017.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4855607-019",
    "claimUrl": "https://wulfkaal.github.io/claims/4855607-019",
    "rank": 4,
    "confidence": 0.3234,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, learning, various, security. Scope: federated learning with untrusted or unverified participating nodes.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-021",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-021",
    "rank": 5,
    "confidence": 0.319,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, computer, blockchain, digital. Scope: review source claim scope.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0004, SHA-256 76656a95748a5e70056673ed7e170eaf52eb7b843129dad96311bc6e84b0ce9f, as written and authorize publication of all 250 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
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}