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Blockchains, Volume 4, Issue 3 (September 2026) – 10 articles

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35 pages, 3479 KB  
Review
Machine Learning and Blockchain in Peer-to-Peer Energy Trading: A Cross-Layer Review of Functional Roles, Market Operation, Trust, and Privacy
by Pouya Paidar, Hüseyin Temuçin, Kamran Taghizad-Tavana, Sogand Heidari, Ali Esmaeel Nezhad, Afshin Canani and Mehrdad Tarafdar Hagh
Blockchains 2026, 4(3), 17; https://doi.org/10.3390/blockchains4030017 - 9 Sep 2026
Viewed by 246
Abstract
Peer-to-peer (P2P) energy trading combines local energy resources, market coordination, data-driven decisions, and transaction management. This review examines how machine learning (ML) and blockchain are used across these functions and separates market and ledger processes from physical electricity delivery. A structured review procedure [...] Read more.
Peer-to-peer (P2P) energy trading combines local energy resources, market coordination, data-driven decisions, and transaction management. This review examines how machine learning (ML) and blockchain are used across these functions and separates market and ledger processes from physical electricity delivery. A structured review procedure was applied to a corpus of 52 peer-reviewed journal articles, including the core P2P energy-trading evidence and a limited number of closely related contextual studies, supplemented by 10 non-journal or foundational sources, using defined search families, screening criteria, and qualitative synthesis. The literature is organized by the functional role of ML and compared across architecture, market operation, trust, consensus, privacy, and implementation. The consensus discussion considers practical Byzantine fault tolerance, Istanbul Byzantine fault tolerance, proof-of-authority, and application-oriented Byzantine-fault-tolerance variants, while the privacy discussion distinguishes federated learning, differential privacy, zero-knowledge proofs, and secure multiparty computation. Two deterministic MATLAB examples are included only for illustration. In the five-prosumer forecasting example, regression reduced mean absolute error (MAE) from 0.4240 to 0.2219 kWh and the hourly grid-import mismatch from 30.3529 to 7.9029 kWh. In the 10-peer workflow, five trades settled 7.7587 kWh, corresponding to 59.35% of the horizon-level surplus–deficit denominator defined in the simulation. These examples do not validate feeder feasibility, consensus performance, cryptographic security, or deployment readiness. Full article
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15 pages, 2094 KB  
Article
Blockchain Solutions for E-Tenders in Public Procurements
by Veneta Aleksieva and Hristo Valchanov
Blockchains 2026, 4(3), 16; https://doi.org/10.3390/blockchains4030016 - 7 Sep 2026
Viewed by 174
Abstract
Public procurement tenders in Bulgaria are in the focus of public attention, despite the transparency of the process, which is conducted online through the Public Procurement Agency platform, participants require greater trust in the conduct of the procedures themselves, as they are not [...] Read more.
Public procurement tenders in Bulgaria are in the focus of public attention, despite the transparency of the process, which is conducted online through the Public Procurement Agency platform, participants require greater trust in the conduct of the procedures themselves, as they are not yet fully automated. Blockchain solutions are used in a wide range of businesses, as they offer transparency of transactions, trust between parties and data immutability and also seem suitable for conducting e-tenders for public procurement. This publication offers a solution based on a private blockchain HyperLedger Fabric, which in terms of structure and functionality builds on the existing solution. It ensures bidder identities are confidential from the unauthorized participants and transparency of the work of administrators in the platform and their actions when changing the status of a public procurement. The proposed blockchain based solution improves the evaluation process, reducing certain technical and human-error risks. The results show that it provides greater transparency and efficiency in the spending of public funds, achieving the set quantitative indicators with automated evaluation and qualitative factors defined in the smart contract. Full article
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24 pages, 729 KB  
Article
A Scalable Blockchain Architecture for Digital Certificate Management Using Microservice-Based Processing and Batch Anchoring
by Shweta H. Bhatia and Ravirajsinh S. Vaghela
Blockchains 2026, 4(3), 15; https://doi.org/10.3390/blockchains4030015 - 30 Aug 2026
Viewed by 293
Abstract
Blockchain-based infrastructures have increasingly been adopted for secure and tamper-resistant management of academic credentials. Despite the advantages offered by blockchain technology, existing blockchain-based credential management systems continue to face several scalability challenges, particularly in terms of limited transaction throughput, increased confirmation delays, and [...] Read more.
Blockchain-based infrastructures have increasingly been adopted for secure and tamper-resistant management of academic credentials. Despite the advantages offered by blockchain technology, existing blockchain-based credential management systems continue to face several scalability challenges, particularly in terms of limited transaction throughput, increased confirmation delays, and continuous ledger growth resulting from storing individual certificates as separate blockchain transactions. These limitations become more evident in large-scale educational environments where universities and affiliated institutions are required to issue and verify thousands of digital credentials within limited operational timeframes. To overcome these challenges, this work introduces a performance-optimized blockchain architecture for scalable academic credential management. The proposed framework separates certificate preprocessing from blockchain anchoring by incorporating a microservice-based parallel processing layer, Merkle-tree-based batch anchoring, and distributed off-chain storage mechanisms. This modular design reduces blockchain transaction overhead while maintaining the security, integrity, auditability, and verifiability of academic credentials. To assess system performance, a formal analytical model integrating queueing theory and blockchain performance characteristics is developed to characterize system behavior under varying workload conditions. By enabling multiple certificates to be aggregated and committed through a single blockchain transaction, the proposed architecture improves throughput and enhances storage efficiency compared to conventional blockchain-based approaches. Analytical evaluation demonstrates that the system can sustain high certificate issuance rates while maintaining low confirmation latency and minimal on-chain storage growth. Full article
(This article belongs to the Topic Security and Privacy in Distributed and Trustless Systems)
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35 pages, 9049 KB  
Article
A Blockchain-Based Bimodal Voter Accreditation System (Block-BVAS): A Framework for Adoption in Electronic Voting Systems
by Henry Ohiani Ohize, Adeiza James Onumanyi, Lukman Adewale Ajao, Buhari Ugbede Umar, Abdulrahman Surajudeen, Joseph Mona Ijalija, Samuel Ayomide Olosunde, Abdulhakeem Omeiza Abdullahi and Olayemi Mikail Olaniyi
Blockchains 2026, 4(3), 14; https://doi.org/10.3390/blockchains4030014 - 27 Aug 2026
Viewed by 923
Abstract
Despite significant advances in electronic voting technologies, voter accreditation in many electoral systems remains vulnerable to identity fraud, database tampering, equipment failure, and centralized security breaches. Existing accreditation solutions often rely on single-modal biometric authentication and centralized architectures, limiting their robustness, transparency, and [...] Read more.
Despite significant advances in electronic voting technologies, voter accreditation in many electoral systems remains vulnerable to identity fraud, database tampering, equipment failure, and centralized security breaches. Existing accreditation solutions often rely on single-modal biometric authentication and centralized architectures, limiting their robustness, transparency, and public trust. This paper proposes a Blockchain-based Bimodal Voter Accreditation System (Block-BVAS), together with a practical framework for its deployment in electronic voting systems. The proposed system integrates multimodal biometric authentication using facial and fingerprint recognition with a private Ethereum blockchain and conventional cryptographic mechanisms to provide secure, tamper-resistant, and auditable voter accreditation to provide secure, decentralized, and tamper-resistant voter accreditation. A Raspberry Pi 5 serves as the embedded processing platform, demonstrating the feasibility of implementing the framework on cost-effective hardware. By combining distributed-ledger technology with encrypted biometric verification, the proposed architecture enhances the integrity, confidentiality, and immutability of election-related records while addressing limitations associated with single-factor authentication and conventional centralized record management. Experimental evaluation of the biometric authentication module performed effectively, with fingerprint recognition achieving an average authentication accuracy (AA) of 97.8% and facial recognition averaging 95.1%. The blockchain storage overhead (BSO) displayed a near-linear growth pattern relative to the number of transactions, consistent with theoretical expectations for blockchain architectures. Reliability analysis indicated system uptime exceeding 95%, with only minimal operational failures recorded during the test period. This blockchain implementation further demonstrated reliable transaction processing and secure record management, indicating the effectiveness of the proposed Block-BVAS in enhancing the security, transparency, and trustworthiness of electronic voter accreditation. Full article
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22 pages, 4712 KB  
Article
Blockchain as a Tool for Sustainability and Legality in the Timber Trade—A Study in the Context of the EUDR
by Lukas Stopfer, Benjamin Engler and Thomas Purfürst
Blockchains 2026, 4(3), 13; https://doi.org/10.3390/blockchains4030013 - 26 Aug 2026
Viewed by 340
Abstract
Blockchain technology (BCT) is often discussed as digital support for timber traceability in the context of the EU Deforestation-Free Products Regulation (EUDR), which requires operators and traders to demonstrate legality, deforestation-free production, geolocation at the forest parcel level, and verifiable supply chain documentation [...] Read more.
Blockchain technology (BCT) is often discussed as digital support for timber traceability in the context of the EU Deforestation-Free Products Regulation (EUDR), which requires operators and traders to demonstrate legality, deforestation-free production, geolocation at the forest parcel level, and verifiable supply chain documentation from 30 December 2026, with an extended timeline for micro, small, and medium-sized enterprises (SMEs) until 30 June 2027. This study assesses where BCT can realistically add value in timber supply chains under operational forestry conditions and identifies the necessary technical, organizational, and legal prerequisites. A combination of a targeted literature review and empirical input from experts in the forestry and timber industry, including guided expert web-conferencing interviews (n = 41), an online survey (n = 69 completed responses), and a transdisciplinary workshop (n = 18) was utilized to obtain a comprehensive overview of industry perspectives. Qualitative data from interviews and workshop sessions were analyzed using structured qualitative content analysis, while survey data were evaluated using descriptive statistics. The expected benefits are associated with the introduction of tamper-proof timber harvesting practices and cross-organizational verification mechanisms. To address the discrepancy between biological uncertainty and digital rigidity, the study proposes a dynamic allocation model adapted from the energy sector that distinguishes between fixed and variable wood capacities to automate logistical planning via smart contracts. However, respondents emphasize that practical obstacles, such as limited digital maturity in forestry, fragmented data infrastructures across the supply chain, and unresolved issues of data sovereignty hinder the implementation of BCT. BCT alone is unable to resolve the problem of weak physical-digital identity continuity, a phenomenon widely known as the oracle problem; however, coupling the ledger with physical or biological anchors (e.g., photo-optical, automated inkjet marking identification) can re-establish this physical–digital continuity and thereby resolve the oracle problem. The results demonstrate that blockchain acts most plausibly as a supporting component within hybrid traceability architectures that prioritize event-based authentication, off-chain data processing where appropriate, and integration with existing certification systems. The study highlights the necessity of defining distinct organizational roles and responsibilities while integrating user-centric digital solutions tailored specifically to small and medium-sized enterprises (SMEs). Full article
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24 pages, 1360 KB  
Article
Blockchain-Enabled Central Bank Digital Currency: Technological Architecture, Privacy, and Institutional Design
by Hu Bitai, Valery Khvatov, Egor Savkov and Aleksandr V. Bogdanov
Blockchains 2026, 4(3), 12; https://doi.org/10.3390/blockchains4030012 - 10 Aug 2026
Viewed by 578
Abstract
This paper develops an analytical framework for the joint design of central bank digital currency (CBDC) and its underlying ledger architecture. We treat a digital monetary system as a tuple M = (S, R, C, I)—supply state, rule set, circulation parameters, and incentive [...] Read more.
This paper develops an analytical framework for the joint design of central bank digital currency (CBDC) and its underlying ledger architecture. We treat a digital monetary system as a tuple M = (S, R, C, I)—supply state, rule set, circulation parameters, and incentive structure—and read centralized, permissioned-distributed, and hybrid ledger designs as parameter settings on M. Two analytical propositions extend the framework. Proposition A locates a threshold above which a retail holding cap ceases to bind, building on the Brunnermeier–Niepelt neutrality condition. Proposition B characterizes the fixed point of the rule-update map under bounded policy shocks and reports its mean-square convergence rate. Each proposition is paired with a stylized numerical exercise; neither claims empirical validation. A comparative section then traces how the institutional environments of Singapore, the European Union, the United States, and China fix admissible regions in M before any architectural choice. What we contribute is a parametric vocabulary for techno-institutional comparison, not a new architecture; the principal limitation is the absence of pilot-data calibration, which we list as the highest-priority continuation. Full article
(This article belongs to the Special Issue Blockchain-Enabled Distributed Machine Learning)
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29 pages, 3247 KB  
Article
Mythos-Class AI and Blockchain Systemic Risk: A Comparative Analysis of Bitcoin and Ethereum/L2 Architectures
by Robert Campbell
Blockchains 2026, 4(3), 11; https://doi.org/10.3390/blockchains4030011 - 10 Jul 2026
Viewed by 652
Abstract
Cryptocurrency market infrastructure—public blockchains and cross-chain bridges supporting tens of billions in liquidity—is monitored as a systemic-risk surface by the Financial Stability Board and equivalent bodies, with defensive posture calibrated against human-level adversaries. Anthropic’s April 2026 release of Claude Mythos Preview has prompted [...] Read more.
Cryptocurrency market infrastructure—public blockchains and cross-chain bridges supporting tens of billions in liquidity—is monitored as a systemic-risk surface by the Financial Stability Board and equivalent bodies, with defensive posture calibrated against human-level adversaries. Anthropic’s April 2026 release of Claude Mythos Preview has prompted institutional response across financial regulation but no blockchain-specific analytical framework. This paper develops one by defining Mythos-class as a vendor-neutral capability profile: a set of frontier autonomous offensive capabilities specified independently of any single model or vendor (defined by five constituent capability primitives). The central analytical claim is friction inversion: the patch primitives, segmentation, vendor-coordinated disclosure, and credential rotation that constrain Mythos-class capability in conventional IT environments are structurally absent on-chain. This makes blockchain exposure positioned differently in kind, not degree, from enterprise IT. The paper instantiates this finding against Bitcoin and Ethereum/L2 architectures through analysis of four major bridge exploits totaling over $1.74 billion in losses. Vendor-neutral defensive and governance frameworks defined against the capability profile rather than any specific model release are the correct unit of analysis. On this basis the paper offers general recommendations for protocol governance, audit and verification cadence, and regulatory posture, developed as an analytical framework rather than as empirically validated risk estimates. Full article
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21 pages, 283 KB  
Article
Liquid Equity Rewards in Corporate America
by Wulf A. Kaal
Blockchains 2026, 4(3), 10; https://doi.org/10.3390/blockchains4030010 - 8 Jul 2026
Viewed by 397
Abstract
This article examines Liquid Equity Rewards (LERs), a proposed blockchain-enabled mechanism designed to provide shareholders with time-weighted, utility-only incentives as a potential tool for improving corporate governance. LERs employ a dual architecture comprising voucher-based rewards for off-chain equities and programmable on-chain units for [...] Read more.
This article examines Liquid Equity Rewards (LERs), a proposed blockchain-enabled mechanism designed to provide shareholders with time-weighted, utility-only incentives as a potential tool for improving corporate governance. LERs employ a dual architecture comprising voucher-based rewards for off-chain equities and programmable on-chain units for tokenized stocks to encourage shareholder retention amid proxy battles, activist challenges, and corporate political complexities. Drawing on NASDAQ’s tokenized stock framework, stablecoin infrastructure, and DeFi liquid staking principles, this article develops a conceptual and normative framework for LERs and evaluates its potential effectiveness relative to conventional defenses such as poison pills. The analysis assesses LER’s plausible legal compatibility with Delaware corporation law, U.S. securities rules, and the EU’s MiCA framework, while acknowledging that definitive legal conclusions require case-specific adjudication and future regulatory interpretation. The article advances four testable hypotheses regarding LER’s potential to mitigate stock price volatility, reduce activist success rates, and address ESG, M&A, and political expenditure disputes in a market context shaped by shareholder activism. The proxy-fight context is the principal application; ESG, M&A, political-spending, and executive-compensation contexts are discussed as illustrative extensions of the framework rather than as equally mature use cases. A comparative evaluation against existing governance mechanisms and a cost–benefit analysis suggest that LER’s governance enhancements and market opportunities may outweigh implementation challenges, subject to empirical validation. This article contributes a structured analytical framework and identifies conditions under which LERs could offer a scalable, transparent alternative that fosters stakeholder alignment. Full article
(This article belongs to the Special Issue Feature Papers in Blockchains 2026)
31 pages, 707 KB  
Article
Design and Implementation of Verifiable Credentials Management System in Heterogeneous Cross-Chain Environments
by Qibing Zhou, Tenghang Li, Yile Jiang and Datian Zhou
Blockchains 2026, 4(3), 9; https://doi.org/10.3390/blockchains4030009 - 7 Jul 2026
Viewed by 570
Abstract
Heterogeneous cross-domain networks are plagued by fragmented trust, data silos, and privacy risks, while conventional single-chain architectures fail to reconcile cross-chain interoperability, regulatory compliance, and commercial privacy. To address these limitations, we present an Entity–Data–Asset triple-verification architecture that integrates three key components: Decentralized [...] Read more.
Heterogeneous cross-domain networks are plagued by fragmented trust, data silos, and privacy risks, while conventional single-chain architectures fail to reconcile cross-chain interoperability, regulatory compliance, and commercial privacy. To address these limitations, we present an Entity–Data–Asset triple-verification architecture that integrates three key components: Decentralized Identifiers (DIDs) for identity, Verifiable Credentials (VCs) for credentials, and Oracles for cross-chain coordination. Specifically, this architecture enables trustworthy collaboration through three core mechanisms: (1) a cross-chain identity binding mechanism based on DIDs that replaces traditional address binding to construct an “identity-as-access” trust model; (2) a collaborative verification paradigm leveraging VCs and Verifiable Presentations (VPs) to cryptographically link off-chain verification with on-chain execution; and (3) an event-driven Oracle coordination matrix designed for complex business semantics, supporting automated and privacy-preserving state synchronization across asymmetric domains. Experimental evaluation of a prototype integrating Hyperledger Indy and Besu demonstrates a peak Verifiable Presentation batch verification throughput of 0.96 batches/s at C=20, though throughput degrades noticeably under high concurrency due to middleware contention, and an average cross-chain transfer latency of 13.31 s under single-process conditions (mean over 10 iterations). Furthermore, by leveraging this asymmetric design, our architectural optimization strategy—anchoring only cryptographic hashes rather than full credential payloads—reduces the regulatory chain’s storage and gas overhead by approximately 85% compared to traditional full-payload schemes. These results validate the architecture’s feasibility, security, and cost-efficiency for facilitating trustworthy collaboration in complex, heterogeneous ecosystems. Full article
(This article belongs to the Special Issue Security and Privacy Challenges in Cross-Chain Systems)
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19 pages, 1862 KB  
Review
Understanding Slippage in Automated Market Makers: A Unified Deviation Framework and Survey
by Xukang Shang, Jian Zheng, Jianwen Yuan and Huawei Huang
Blockchains 2026, 4(3), 8; https://doi.org/10.3390/blockchains4030008 - 1 Jul 2026
Viewed by 378
Abstract
As a major cost in decentralized asset swapping, slippage is commonly measured as the relative deviation between realized and expected outcomes. However, existing studies adopt different benchmarks, leading to ambiguity in terminology and the positioning of prior works. We propose a unified deviation-based [...] Read more.
As a major cost in decentralized asset swapping, slippage is commonly measured as the relative deviation between realized and expected outcomes. However, existing studies adopt different benchmarks, leading to ambiguity in terminology and the positioning of prior works. We propose a unified deviation-based framework for understanding slippage, which reconciles existing definitions and enables further developments. Within this framework, the overall deviation can be decomposed into two components: endogenous deviation, arising from the swap itself, and exogenous deviation, which is induced by intervening swaps during the latency period. We review the existing literature along with the two components, covering their theoretical properties, further decompositions, and mitigation approaches. Finally, we outline several directions for future research. Full article
(This article belongs to the Special Issue Feature Papers in Blockchains 2026)
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