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A Blockchain-driven Architecture for Usage Control in Solid

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Paper breakdownThe authors' claims, conditions and measurements, as JSON Signed receiptProof this review has not been altered
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Davide Basile, Claudio Di Ciccio, Valerio Goretti, Sabrina Kirrane

Multiagent Systems · Submitted 9 Oct 2023

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim We demonstrate the potential of the architecture by describing the various workflows needed to realize a motivating use case scenario for data markets.

how it is stated · asserted 0.82 read the record →

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arXiv ID2310.05731 (version 1)
Pith IDPI6CIB6D, Pith's permanent record of this paper and its review
CitationClaudio Di Ciccio, Davide Basile, Sabrina Kirrane, Valerio Goretti. "A Blockchain-driven Architecture for Usage Control in Solid." arXiv:2310.05731 (2023). https://pith.science/paper/PI6CIB6D
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The compiled record

The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 4,785 input tokens.

What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.18 · human participants 0.07 · controlled comparison 0.02 · randomized assignment 0.01 · states quantitative result 0.03 · compares with prior results 0.06 · mentions code or data availability 0.04.

The abstract, sentence by sentence

arXiv listing abstract v1. Results and the main claim are underlined; .

Decentralization initiatives like Solid enable data owners to control who has access to their data and to stimulate innovation by creating both application and data markets. Once data owners share their data with others, though, it is no longer possible for them to control how their data are used. To address this issue, we propose a usage control architecture to monitor compliance with usage control policies. To this end, our solution relies on blockchain and trusted execution environments. We demonstrate the potential of the architecture by describing the various workflows needed to realize a motivating use case scenario for data markets. Additionally, we discuss the merits of the approach from privacy, security, integrateability, and affordability perspectives.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 Decentralization initiatives like Solid enable data owners to control who has access to their data and to stimulate innovation by creating both application and data markets. background 1.00 0.05 0.04 asserted 0.98
s1 Once data owners share their data with others, though, it is no longer possible for them to control how their data are used. background 0.53 0.09 0.04 asserted 0.99
s2 To address this issue, we propose a usage control architecture to monitor compliance with usage control policies. contribution 1.00 0.77 0.19 asserted 0.97
s3 To this end, our solution relies on blockchain and trusted execution environments. method 0.97 0.55 0.07 asserted 1.00
s4 We demonstrate the potential of the architecture by describing the various workflows needed to realize a motivating use case scenario for data markets. contribution 0.88 0.89 0.09 asserted 0.82
s5 Additionally, we discuss the merits of the approach from privacy, security, integrateability, and affordability perspectives. contribution 0.81 0.74 0.11 asserted 0.56

What kind of paper the classifier reports this is: method or tool 1.00 · evidence from argument 1.00.

What was examined, and what was not

sources read
  • arXiv listing abstract v1
not examined
  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers
levels run
  • P abstract
not run
  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

Decentralization initiatives like Solid enable data owners to control who has access to their data and to stimulate innovation by creating both application and data markets. Once data owners share their data with others, though, it is no longer possible for them to control how their data are used. To address this issue, we propose a usage control architecture to monitor compliance with usage control policies. To this end, our solution relies on blockchain and trusted execution environments. We demonstrate the potential of the architecture by describing the various workflows needed to realize a motivating use case scenario for data markets. Additionally, we discuss the merits of the approach from privacy, security, integrateability, and affordability perspectives.

Human review

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How the literature uses it

What this paper does with the arXiv papers it cites

Each citing sentence is taken from the citing paper's LaTeX source and typed by Pith's classifier. A label appears at probability 0.8 or more (0.95 for support), a contest at 0.7 or more; the quoted words are the citing authors'. How each label was checked · JSON

What it cites

Cites as background 1 paper

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