The Decentralisation Paradox in Digital Identity: Centralising Decentralisation with Digital Wallets?
- URL: http://arxiv.org/abs/2603.16403v1
- Date: Tue, 17 Mar 2026 11:41:35 GMT
- Title: The Decentralisation Paradox in Digital Identity: Centralising Decentralisation with Digital Wallets?
- Abstract summary: The paper argues that user-centric architectures tend to redistribute rather than eliminate centralisation.<n>Digital identity is framed as a "wicked problem" that spans across the technical, legal, social and ethical dimensions.
- Score: 1.5885137911617144
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Digital identity is shifting from service- and network-centric approaches toward user-centric ones that promise users increased control over their data. Despite their decentralised design, such approaches often reintroduce centralised components in different forms. This research explores this tension, i.e., the decentralisation paradox, and argues that user-centric architectures tend to redistribute rather than eliminate centralisation. Based on Critical Systems Thinking (CST), digital identity is framed as a "wicked problem" that spans across the technical, legal, social and ethical dimensions. The paper argues that understanding all these interdependencies is essential for designing reliable architectures and ensuring the next generation of digital identity goes beyond superficial decentralisation.
Related papers
- Defining Decentralization: An Ontological Perspective [5.399429684800677]
Decentralization as a concept in computer science has existed for over half a century.<n>There remains no universally accepted definition of decentralization applicable across computer communication systems.
arXiv Detail & Related papers (2026-08-10T15:41:49Z) - Toward Federated Cognitive Digital Twins over the Edge-to-Cloud Continuum [47.9194074308038]
This paper proposes a Federated Cognitive Digital Twin (FCDT) architecture that combines federation and cognition within a unified approach.<n>The architecture distributes intelligence across the edge-to-cloud continuum through local twins, and global twins, which perform system-level reasoning, simulation, and coordination.
arXiv Detail & Related papers (2026-07-23T14:20:59Z) - SoK: Self-Sovereign Digital Identities [1.9503823192552032]
Self-Sovereign Digital Identity (SSDI) enables individuals to control their own identity assertions and data.<n>We present a comprehensive systematization of knowledge on self-sovereign digital identities.
arXiv Detail & Related papers (2026-03-06T21:33:27Z) - When Autonomy Goes Rogue: Preparing for Risks of Multi-Agent Collusion in Social Systems [78.04679174291329]
We introduce a proof-of-concept to simulate the risks of malicious multi-agent systems (MAS)<n>We apply this framework to two high-risk fields: misinformation spread and e-commerce fraud.<n>Our findings show that decentralized systems are more effective at carrying out malicious actions than centralized ones.
arXiv Detail & Related papers (2025-07-19T15:17:30Z) - Are We There Yet? A Study of Decentralized Identity Applications [0.2840208039211775]
Decentralized Identities (DI) and Self-Sovereign Identities (SSI) have seen significant growth in recent years.<n>No existing surveys have thoroughly analyzed real-world deployments to understand the barriers to the widespread adoption of decentralized identity models.<n>This paper addresses the gap by exploring both academic and grey literature and examining commercial and governmental initiatives.
arXiv Detail & Related papers (2025-03-20T09:05:16Z) - Decentralized Credential Status Management: A Paradigm Shift in Digital Trust [0.0]
Public key infrastructures are essential for Internet security, ensuring robust certificate management and revocation mechanisms.
The transition from centralized to decentralized systems presents challenges such as trust distribution and privacy-preserving credential management.
This paper explores the evolution of certificate status management from centralized to decentralized frameworks, focusing on blockchain technology and advanced cryptography.
arXiv Detail & Related papers (2024-06-17T13:17:56Z) - IT Strategic alignment in the decentralized finance (DeFi): CBDC and digital currencies [49.1574468325115]
Decentralized finance (DeFi) is a disruptive-based financial infrastructure.
This paper seeks to answer two main questions 1) What are the common IT elements in the DeFi?
And 2) How the elements to the IT strategic alignment in DeFi?
arXiv Detail & Related papers (2024-05-17T10:19:20Z) - Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning [51.13534069758711]
Decentralized approaches like blockchain offer a compelling solution by implementing a consensus mechanism among multiple entities.
Federated Learning (FL) enables participants to collaboratively train models while safeguarding data privacy.
This paper investigates the synergy between blockchain's security features and FL's privacy-preserving model training capabilities.
arXiv Detail & Related papers (2024-03-28T07:08:26Z) - Networked Communication for Decentralised Agents in Mean-Field Games [59.01527054553122]
We introduce networked communication to the mean-field game framework.<n>We prove that our architecture has sample guarantees bounded between those of the centralised- and independent-learning cases.<n>We show that our networked approach has significant advantages over both alternatives in terms of robustness to update failures and to changes in population size.
arXiv Detail & Related papers (2023-06-05T10:45:39Z) - Byzantine-Robust Decentralized Learning via ClippedGossip [61.03711813598128]
We propose a ClippedGossip algorithm for Byzantine-robust consensus optimization.
We demonstrate the encouraging empirical performance of ClippedGossip under a large number of attacks.
arXiv Detail & Related papers (2022-02-03T12:04:36Z) - Consensus Control for Decentralized Deep Learning [72.50487751271069]
Decentralized training of deep learning models enables on-device learning over networks, as well as efficient scaling to large compute clusters.
We show in theory that when the training consensus distance is lower than a critical quantity, decentralized training converges as fast as the centralized counterpart.
Our empirical insights allow the principled design of better decentralized training schemes that mitigate the performance drop.
arXiv Detail & Related papers (2021-02-09T13:58:33Z) - Byzantine-resilient Decentralized Stochastic Gradient Descent [85.15773446094576]
We present an in-depth study towards the Byzantine resilience of decentralized learning systems.
We propose UBAR, a novel algorithm to enhance decentralized learning with Byzantine Fault Tolerance.
arXiv Detail & Related papers (2020-02-20T05:11:04Z) - Decentralization in Digital Societies -- A Design Paradox [3.3504365823045044]
Digital societies come with a design paradox.
On the one hand, technologies allow a distributed local intelligence in interconnected devices of our everyday life.
On the other hand, Big Data collection and storage is managed in a highly centralized fashion.
arXiv Detail & Related papers (2020-01-06T12:10:59Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.