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Dec 19, 2025·Scientific Reports
1 cites
Health impact assessment of decentralization of Emergency Medical Services: a case study in Chonburi Province, Thailand

Patchana Hengboriboonpong Jaidee, Atchara Bundittayanurak, Ratruji Jindasawat, Siriporn Wongdontree · 7 authors

The decentralization of Emergency Medical Services (EMS) to local administrative organizations is a critical policy initiative in Thailand aimed at enhancing service responsiveness and community participation. This study applied a prospective Health Impact Assessment (HIA) to identify positive and negative health impacts of EMS decentralization in Chonburi Province and develop evidence-based policy recommendations to guide the transition from the Ministry of Public Health to local governance. A mixed-methods approach was designed based on the six-step HIA framework. The study involved 562 participants, including EMS providers, recipients, and policymakers. Qualitative participants were selected through purposive sampling for interviews and focus groups, and quantitative participants through stratified random sampling for surveys. Qualitative data were thematically analyzed, and quantitative data were analyzed descriptively. Findings revealed both positive and negative impacts across four pre-hospital care activity domains (dispatch, incident response, referral, and administrative management) and four dimensions of well-being (physical, mental, social, and spiritual). Positive impacts included improved responsiveness, collaboration, and staff motivation, while negative impacts involved personnel shortages, communication gaps, and limited budgets. The derived policy recommendations emphasize structured workforce planning, upgraded communication systems, sustainable financing, and participatory monitoring to strengthen decentralized EMS. The use of HIA provided a systematic and participatory process that translated empirical evidence into actionable policy guidance for health service decentralization in Thailand and similar contexts.

Open access
Global Maternal and Child Health
Environmental and Social Impact Assessments
Community Health and Development
Original source
Dec 19, 2025
2 cites
Blockchain Technology: A Comprehensive Review of Architecture, Consensus Mechanisms, Security, Scalability Solutions, and Real-World Applications for Distributed Systems

Janaka Ishan Senarathna

Blockchain technology has emerged as one of the most transformative innovations of the 21st century, fundamentally reshaping how digital transactions are recorded, verified, and secured across distributed networks without centralized intermediaries. Originally conceived by Satoshi Nakamoto in 2008 as the underlying architecture for Bitcoin, blockchain has evolved far beyond cryptocurrency applications to encompass smart contracts, decentralized finance, supply chain management, healthcare systems, and enterprise solutions. This comprehensive review provides an accessible yet thorough examination of blockchain technology, targeting readers from beginner to intermediate levels seeking to understand both theoretical foundations and practical implementations. We systematically explore the foundational principles of blockchain architecture, including distributed ledger technology, block structure and chain formation, Merkle tree organization, and peer-to-peer network topologies. The paper provides in-depth analysis of cryptographic primitives including hash functions, public-key cryptography, elliptic curve digital signatures, and emerging quantum-resistant approaches. We examine diverse consensus mechanisms ranging from proof-of-work to proof-of-stake variants, Byzantine fault tolerance protocols, and hybrid approaches, analyzing their trade-offs in security, decentralization, and performance. The review extensively covers smart contract platforms with emphasis on Ethereum's architecture, vulnerability patterns, and security best practices. Critical scalability challenges are addressed through examination of layer-two solutions including Lightning Network, state channels, rollups, and sharding protocols. We analyze security threats across network, consensus, and application layers, alongside privacy-enhancing technologies such as zeroknowledge proofs and confidential transactions. Real-world applications are explored across financial services, supply chain management, healthcare, Internet of Things, and digital identity systems. The paper examines enterprise blockchain frameworks, particularly Hyperledger Fabric's permissioned architecture, comparing public and private blockchain tradeoffs. Finally, we discuss current challenges including energy consumption, regulatory uncertainty, and interoperability limitations, while exploring future research directions in quantum resistance and cross-chain protocols. By synthesizing insights from 75 peer-reviewed sources spanning foundational research, recent advances, and practical implementations, this review serves as a comprehensive resource for researchers, practitioners, and students seeking to understand blockchain technology's current state and transformative potential.

Open access
Blockchain Technology Applications and Security
Big Data and Digital Economy
Internet of Things and AI
Original source
Dec 19, 2025·International Journal of Communication Systems
2 cites
An Energy‐Efficient Multipath Routing Protocol for Secure Video‐Packet Transmission Across MANETs Using a Blockchain Framework

C. Selvan, M. A. Gunavathie, Sini Anna Alex, Shaik Jaffar Hussain

ABSTRACT Appropriate routing strategies are necessary for mobile ad hoc networks (MANETs) in order to facilitate effective data transfer. In order to counter the prevailing problems, the correct routing schemes will need to be selected as the default configurations are used. In this paper, a special optimal link state routing (OLSR) protocol is proposed to incorporate a deep learning methodology to facilitate efficient video streaming in MANETs. This study presents a new improved variant of the OLSR protocol, which is specially tailored to achieve efficient video streaming in MANETs. It is a radical approach that combines a deep‐learning model with blockchain technology to overcome security and reliability issues. It starts with the gathering of video content that is available publicly. In order to detect black‐hole nodes, a special twin‐attention‐based Elman spiking neural network model is applied. The reliability of the neighboring nodes is then measured by means of trust values. The pufferfish optimization algorithm, or the accuracy‐aware energy‐efficient multipath routing algorithm (AEMRAP), which takes into account node‐ and link‐stability degrees, is used in making routing decisions. Interplanetary file system (IPFS) technology is used to store the data on blockchain and increase its security. The authentication of the blockchain architecture is conducted via the delegated proof‐of‐stake (DPoS) method that also delivers an extra protection of MANETs against unauthorized access. The study demonstrates superior performance in securing and optimizing video transmission, confirming that the extended OLSR protocol is highly effective for MANET video streaming applications. The proposed model exceeds the current approaches with a throughput of 2100 Kbps, an average end latency of 20.2 s, and a packet‐delivery ratio of 92.3%.

Open access
Mobile Ad Hoc Networks
Vehicular Ad Hoc Networks (VANETs)
Security in Wireless Sensor Networks
Original source
Dec 18, 2025·arXiv
0 cites
Sedna: Sharding transactions in multiple concurrent proposer blockchains

Alejandro Ranchal-Pedrosa, Benjamin Marsh, Lefteris Kokoris-Kogias, Alberto Sonnino

Modern blockchains increasingly adopt multi-proposer (MCP) consensus to remove single-leader bottlenecks and improve censorship resistance. However, MCP alone does not resolve how users should disseminate transactions to proposers. Today, users either naively replicate full transactions to many proposers, sacrificing goodput and exposing payloads to MEV, or target few proposers and accept weak censorship and latency guarantees. This yields a practical trilemma among censorship resistance, low latency, and reasonable cost (in fees or system goodput). We present Sedna, a user-facing protocol that replaces naive transaction replication with verifiable, rateless coding. Users privately deliver addressed symbol bundles to subsets of proposers; execution follows a deterministic order once enough symbols are finalized to decode. We prove Sedna guarantees liveness and \emph{until-decode privacy}, significantly reducing MEV exposure. Analytically, the protocol approaches the information-theoretic lower bound for bandwidth overhead, yielding a 2-3x efficiency improvement over naive replication. Sedna requires no consensus modifications, enabling incremental deployment.

Open access
cs.CR
cs.DC
Original source
Dec 18, 2025·arXiv
0 cites
Efficient Bitcoin Meta-Protocol Transaction and Data Discovery Through nLockTime Field Repurposing

Nikodem Tomczak

We describe the Lockchain Protocol, a lightweight Bitcoin meta-protocol that enables highly efficient transaction discovery at zero marginal block space cost, and data verification without introducing any new on-chain storage mechanism. The protocol repurposes the mandatory 4-byte nLockTime field of every Bitcoin transaction as a compact metadata header. By constraining values to an unused range of past Unix timestamps greater than or equal to 500,000,000, the field can encode a protocol signal, type, variant, and sequence identifier while remaining fully valid under Bitcoin consensus and policy rules. The primary contribution of the protocol is an efficient discovery layer. Indexers can filter candidate transactions by examining a fixed-size header field, independent of transaction payload size, and only then selectively inspect heavier data such as OP RETURN outputs or witness fields. The Lockchain Protocol applies established protocol design patterns to an under-optimised problem domain, namely transaction discovery at scale, and does not claim new cryptographic primitives or storage methods.

Open access
cs.CR
cs.DC
Original source
Dec 18, 2025·arXiv
0 cites
Algorithmic Monetary Policies for Blockchain Participation Games

Diodato Ferraioli, Paolo Penna, Manvir Schneider, Carmine Ventre

A central challenge in blockchain tokenomics is aligning short-term performance incentives with long-term decentralization goals. We propose a framework for algorithmic monetary policies that navigates this tradeoff in repeated participation games. Agents, characterized by type (capability) and stake, choose to participate or abstain at each round; the policy (probabilistically) selects high-type agents for task execution (maximizing throughput) while distributing rewards to sustain decentralization. We analyze equilibria under two agent behaviors: myopic (short-term utility maximization) and foresighted (multi-round planning). For myopic agents, performance-centric policies risk centralization, but foresight enables stable decentralization with some volatility to the token value. We further discuss virtual stake--a hybrid of type and stake--as an alternative approach. We show that the initial virtual stake distribution critically impacts long-term outcomes, suggesting that policies must indirectly manage decentralization.

Open access
cs.GT
Original source
Dec 18, 2025·USENIX Security Symposium 2026
0 cites
Love, Lies, and Language Models: Investigating AI's Role in Romance-Baiting Scams

Gilad Gressel, Rahul Pankajakshan, Shir Rozenfeld, Ling Li · 7 authors

Romance-baiting scams have become a major source of financial and emotional harm worldwide. These operations are run by organized crime syndicates that traffic thousands of people into forced labor, requiring them to build emotional intimacy with victims over weeks of text conversations before pressuring them into fraudulent cryptocurrency investments. Because the scams are inherently text-based, they raise urgent questions about the role of Large Language Models (LLMs) in both current and future automation. We investigate this intersection by interviewing 145 insiders and 5 scam victims, performing a blinded long-term conversation study comparing LLM scam agents to human operators, and executing an evaluation of commercial safety filters. Our findings show that LLMs are already widely deployed within scam organizations, with 87% of scam labor consisting of systematized conversational tasks readily susceptible to automation. In a week-long study, an LLM agent not only elicited greater trust from study participants (p=0.007) but also achieved higher compliance with requests than human operators (46% vs. 18% for humans). Meanwhile, popular safety filters detected 0.0% of romance baiting dialogues. Together, these results suggest that romance-baiting scams may be amenable to full-scale LLM automation, while existing defenses remain inadequate to prevent their expansion.

Open access
cs.CR
cs.AI
cs.CY
Original source
Dec 18, 2025·Zenodo (CERN European Organization for Nuclear Research)
0 cites
KCHAIN VA BITCOIN TEXNOLOGIYALARIDA TRANZAKSIYA ZANJIRINI STRUKTURALARI

Mahammadjonov, Muhammaddiyor, Pozilova, Gulzodabegim, Xalımjanov, Abduqunduz

Ushbu maqolada blokcheyn texnologiyasining kelib chiqisht ishlash mexanizmi, kriptografik asoslari va real sektor uchun taqdim etayotgan ustunliklari yoritilgan shuningdek, blokcheynning tranzaksiyalarni tasdiqlash jarayoni, minerlarning vazifalari hamda xesh funksiyalari orqali ta'minlanadigan xavfsizlik mexanizmlari ko'rib chiqiladi. Maqolada pul o'tkazmalari misolida blokcheynning an'anaviy tizimlardan ustun jihatlari tahlil qilinadi va turli sohalarda qo'llanilishiga doir amalty misollar keltiriladi

Open access
2 source records
Education, Innovation and Language Studies
Engineering and Agricultural Innovations
Economic and Industrial Development
Original source
Dec 18, 2025·International Journal of Science and Research (IJSR)
0 cites
The VDA & Crypto Convergence: Charting the Operational Pulse of the Global Crypto Exchange Ecosystem in 2025

Srinivasan Gopal Chari

In an age where the lines between finance and technology blur into an opus of digital evolution, The VDA & Crypto Convergence: Charting the Operational Pulse of the Global Crypto Exchange Ecosystem in 2025 dissects the metamorphosis of Virtual Digital Assets (VDAs) and crypto exchanges from experimental ventures to regulated pillars of modern finance. The study unveils 2025 as a watershed year- a "regulated renaissance"- where legislation such as the U.S. GENIUS Act, EU's MiCA, and Hong Kong's Stablecoin Ordinance transformed ambiguity into architecture. It examines how hybrid exchanges-the ingenious offspring of centralized speed and decentralized autonomy- symbolize the era?s financial duality, while AI-driven intelligence and tokenization redefine market participation and asset fluidity. Through the interplay of law, technology, and trust, this paper illuminates a future where the crypto economy ceases to be an outlier and becomes the central nervous system of global finance, balancing regulation and innovation like twin sails steering the same vessel through uncharted digital waters.

Open access
Blockchain Technology Applications and Security
Security, Politics, and Digital Transformation
FinTech, Crowdfunding, Digital Finance
Original source
Dec 18, 2025·Journal of Comparative Policy Analysis Research and Practice
0 cites
A Comparative Policy Study of China’s School Reform Waves, 1979–2023: Considerations of Sequence and Context

Haoyue Wang, Gita Steiner‐Khamsi

This comparative study investigates China’s policy reform waves alongside global education trends, analyzing 334 central-level policy documents published by the National People’s Congress, State Council, and Ministry of Education between 1979 and 2023. The study identifies three waves: enhancing access (1979–1990), improving quality and accountability (1991–2010), and enforcing equity (2011–2023). Even though the decentralization of finance and administration of education led, a few years later, to equity and quality concerns, several key differences to global reform trends remained: decentralization did not lead to deregulation; outcomes-based regulation complemented but did not replace input-based regulation; equity remained central, especially in the final reform wave.

Open access
Global Educational Reforms and Inequalities
China's Socioeconomic Reforms and Governance
Global Educational Policies and Reforms
Original source
Dec 18, 2025·Sensors and Materials
0 cites
Developing a Taguchi and Backpropagation Network for Bitcoin Price Prediction

Chi-Han Chen, Shui-Chuan Chen, Wen Chieh Hsu

BPN), MATLAB, mean absolute percentage error (MAPE) In this study, we investigate Bitcoin price volatility from December 15, 2014 to January 29, 2024 using an integrated, multisource feature set and an optimization-learning pipeline that couples Taguchi orthogonal arrays with a backpropagation network (BPN) implemented in MATLAB.Publicly available market variables were prioritized and nonquantifiable exogenous shocks were not modeled; Taguchi screening identified critical predictors and simultaneously tuned control factors (network specification, hidden-neuron count, and currency inclusion), after which the BPN was trained on aligned weekly (n = 573) and monthly (n = 108) datasets to ensure cross-market comparability.Model accuracy, assessed by mean absolute percentage error (MAPE), improved substantially after Taguchi-guided selection and configuration-weekly MAPE decreased from 3.23% to 0.36% and monthly MAPE from 6.32% to 0.07%demonstrating the efficacy of the proposed optimization framework.Out-of-sample forecasts for February-April 2025 achieved predominantly sub-10% MAPE, while high-error instances were analyzed and attributed to contributing factors, yielding decision-relevant insights for practitioners and researchers.Collectively, the results show that systematic variable selection and orthogonal-array-based model design materially enhance neural forecasts of cryptocurrency prices and provide a reproducible pathway to accurate, time-efficient prediction.

Open access
Stock Market Forecasting Methods
Imbalanced Data Classification Techniques
Blockchain Technology Applications and Security
Original source
Dec 18, 2025
0 cites
Blockchain and Artificial Intelligence Synergy for Secure Digital Transactions

Kavitha A Karkera, J P Patra

Rapid digital transformation across financial, e-commerce, and decentralized platforms has amplified the need for secure, transparent, and resilient transaction systems. Conventional security mechanisms often fail to address sophisticated cyber threats, identity fraud, and evolving attack patterns, highlighting the necessity for integrated technological solutions. The convergence of Blockchain and Artificial Intelligence (AI) establishes a robust framework that combines immutable, decentralized ledger structures with adaptive, intelligent analytics. Blockchain ensures transactional integrity, data provenance, and decentralized trust, while AI facilitates real-time anomaly detection, predictive risk scoring, and automated decision-making. This synergy enhances digital identity management, strengthens access control, and mitigates fraud by enabling continuous monitoring, behavioral analysis, and transparent verification processes. Applications extend to secure payments, smart contracts, cross-border transactions, and decentralized finance ecosystems, demonstrating improved operational efficiency, scalability, and resilience. The chapter also explores privacy-preserving computation, federated learning, and explainable AI frameworks to ensure ethical and accountable deployment of intelligent transaction systems. By integrating structural security with predictive intelligence, Blockchain-aided AI frameworks establish a next-generation foundation for secure digital transactions, fostering trust, regulatory compliance, and systemic reliability across global digital networks.

Open access
Blockchain Technology Applications and Security
Internet of Things and AI
Privacy-Preserving Technologies in Data
Original source
Dec 18, 2025·Zenodo (CERN European Organization for Nuclear Research)
0 cites
BitBallot: Atomic Display Integrity for Verifiable Public Elections at Scale

Author BitBallot

BitBallot: Final Proposal Summary Overview This document presents the final architectural design of BitBallot, an electronic voting system engineered for legally binding public elections under explicit institutional and physical deployment assumptions. Architectural Innovation BitBallot addresses long-standing limitations of end-to-end verifiable voting by separating cryptographic enforcement from institutional responsibility. * Execution Model: Rather than relying on trusted execution environments (TEEs), specialized hardware, or application logic embedded in the consensus layer, the system enforces correctness through verifiable programs (vProgs) and zero-knowledge proofs (ZKP). Infrastructure: It utilizes a public Layer-1 blockchain solely as a neutral substrate for ordering and finality. Core Contribution: Atomic Display Integrity (ADI) The central breakthrough of BitBallot is Atomic Display Integrity (ADI)—a protocol-level security property that: Cryptographically binds voter intent, interface display, and recorded ballots. Ensures a single atomic authorization event at the moment of confirmation. Maintains integrity even under re-voting semantics. Strategic Advantage: Combined with last-vote-valid voting and terminal-complete zero-knowledge tallying, BitBallot achieves strong privacy, public verifiability, and resistance to coercion without intermediate information leakage. Practical Deployment BitBallot is purpose-built for deployment on commodity hardware within supervised polling environments. Cost & Complexity: By avoiding trusted execution environments and specialized cryptographic hardware, the system significantly reduces operational complexity and deployment costs. Security: Despite using standard hardware, it preserves rigorous security guarantees through its underlying protocol design. Conclusion Together, these design choices demonstrate that large-scale, verifiable public elections can be implemented using architectures that are both cryptographically sound and institutionally realistic.

Open access
2 source records
Original source
Dec 18, 2025·Scientific Notes of Ostroh Academy National University Series Economics
0 cites
CONCEPTUAL MODEL OF LOCAL BUDGET MANAGEMENT IN THE PUBLIC FINANCE SYSTEM: THEORETICAL ASPECT

Iryna Forkun, Tetyana Gordeeva, Yuri Khoma

This article examines the theoretical and methodological foundations of local budget management within the public finance system, specifically addressing the complex challenges of wartime and post-war recovery. The research systematizes diverse scientific approaches to positioning local budgets, proposing a refined definition of the local budget as a multi-functional financial instrument essential for regional strategic development and the provision of public services. The study argues that the multifaceted role of the local budget is a prerequisite for ensuring the socio-economic security and stability of territorial communities amidst current military and economic pressures. The authors establish that efficient public finance management is fundamental to national economic growth and financial system stability. A primary contribution of the research is the development of a conceptual model for local budget management, structured as an integrated complex with clearly defined objectives, subjects, and functional principles. This model incorporates regulatory, legal, and informational support mechanisms, allowing for the effective allocation of funds and increased transparency in the context of decentralization. The study emphasizes that both internal and external factors determine the effectiveness of decision-making and the choice of regional management strategies. Ultimately, the proposed model enhances the accountability of local authorities and reduces uncertainty in financial activities. By providing a framework for robust budgetary analysis, this conceptual approach fosters sustainable development and strengthens the financial capacity of Ukrainian regions. The findings provide a theoretical basis for improving the budgetary security of territorial communities during both conflict and reconstruction phases.

Open access
Economic Issues in Ukraine
Labor Market and Education
Digital Transformation in Financial Services
Original source
Dec 18, 2025·Cybersecurity
0 cites
Revisiting virgo: a study of vulnerabilities, limitations, and optimizations

Changchang Ding, Yan Huang

Abstract This paper revisits Virgo, a well-known transparent zero-knowledge proof system that has been used in many subsequent studies. Through our analysis, we uncover previously overlooked limitations and several exploitable security vulnerabilities within Virgo’s zkVPD protocol design and implementation. We subsequently address these issues and improve Virgo’s zkVPD protocol. Our improvements feature simplified but more efficient VPD and zkVPD algorithms, offering enhanced support for computations over binary fields and their extension fields.

Open access
Security and Verification in Computing
Cryptography and Data Security
Web Application Security Vulnerabilities
Original source
Dec 18, 2025·STAP Journal of Security Risk Management
3 cites
Securing Healthcare Digital Twin with Blockchain: A Systematic Review of Architecture, Threats and Evaluation

Dawood Alalisalem, Hafizur Rahman

Recently, it has been noted that the convergence of blockchain technology presents a promising paradigm for secure, privacy-preserving, and transparent healthcare systems. Moreover, Digital Twins enable real-time replication of patients, hospital operations, and medical devices, and their dependence on continuous sensitive data streams introduces the latest trust and Cybersecurity challenges. A systematic literature review aims to investigate how distributed ledger and blockchain technologies have been applied to secure healthcare digital twins from 2020 to 2025. Furthermore, the review addresses the proposed architecture of blockchain, the security objectives targeted, integration approaches within digital twins, and evaluation methods with limitations. The study follows PRISMA 2020 guidelines. Web of Sciences, IEEE Xplore, PubMed, Scopus, and ACM Digital Library were searched from January 2020 to October 2025 by using defined Boolean queries. Also, the focus of the inclusion criteria is on peer-reviewed studies that discussed blockchain for DT security in healthcare. Data extraction captured blockchain type, metadata, security mechanisms, DT domain, and evaluation methods. From the 487 identified records, only 20 successfully met the inclusion criteria. The fact behind it is that most studies only employed permissioned blockchains like Quorum and Hyperledger integrated with digital twins for monitoring patients, device lifecycle tracking, and data provenance. Some main security objectives include provenance assurance, access control, and integrity. Moreover, only some studies provide formal threat analysis or real-world deployment. Blockchain technology is reliable because it increases digital twin security through immutability, smart-contract-based governance, and decentralized trust. However, interoperability, scalability, and privacy-preserving computation remain the main barriers for clinical adoption.

Open access
Blockchain Technology Applications and Security
Digital Transformation in Industry
IoT and Edge/Fog Computing
Original source
Dec 18, 2025·Journal of Business Economics and Management
1 cites
Are renewable energy stocks, investor sentiment, and the cryptocurrency market-related?

Chi‐Wei Su, Xin Yue Song, Meng Qin, Oana‐Ramona LobonĆŁ · 5 authors

This paper applies wavelet quantile correlation to research on the relationship among renewable energy stocks, investor sentiment, and the cryptocurrency market. The empirical results indicated that under extremely negative conditions, in both the short and medium run, renewable energy stocks and cryptocurrencies are negatively correlated, implying that during such periods, renewable energy stocks can be used as a safe haven for cryptocurrencies. The opposite happens when the market is average or booming. This indicates that investors tend to invest simultaneously in these two promising asset classes when the market performs well. Under varied market conditions, FGI correlates positively with cryptocurrency, demonstrating sentiment influences price patterns. Moreover, the correlation between FGI and renewable energy stocks further validates the relationship between cryptocurrencies and renewable energy stocks. These findings can be used to improve the prediction of market trends by investors using sentiment indices and to devise more effective portfolio diversification strategies that minimize risk amid an evolving market.

Open access
Market Dynamics and Volatility
Blockchain Technology Applications and Security
Stock Market Forecasting Methods
Original source
Dec 18, 2025·Zenodo (CERN European Organization for Nuclear Research)
0 cites
TOWARD TRANSPARENT FINANCE: A CROSS-COUNTRY MODEL FOR REPORTING IN THE DEFI AND CRYPTO ERA

Mbonigaba Celestin*, J. Azhar Mohamed**, G. R. Gnana Raja** & K. Vinayakan**

This analysis uses data from the IMF, OECD, and the World Bank, studies the viability of decentralized finance within nine economies. The multilevel structural equation model attributes 84 percent of the variance of legitimacy to blockchain reporting (ÎČ=0.41), AI analytics (ÎČ=0.29), audit accessibility (ÎČ=0.22), and the intensity of oversight (ÎČ=0.12). The study claims unalterable data combined with algorithmic assurance as novel pillars of accountability and trust. Policy implications advocate for the adoption of cohesive, auditable trust frameworks alongside AI-powered auditing solutions to streamline transparency and fortified cross-border accountability in decentralized finance.

Open access
2 source records
Economic Growth and Development
Corruption and Economic Development
Blockchain Technology Applications and Security
Original source
Dec 18, 2025·Scientific Reports
2 cites
PrivChain-AI leveraging blockchain and federated learning for private financial reporting and access control

Saad Alaklabi

Financial institutions are currently faced with suffering never experienced before as they strive to guarantee the privacy of data and address the demands of regulation to report and cooperate in machine learning. This paper proposes PrivChain-AI, a novel blockchain-based federated learning system designed to facilitate secure and privacy-preserving financial reporting and access control. The proposed framework will integrate three key components: differential privacy, homomorphic encryption, and smart contract-based governance, enabling cooperative model training across financial institutions while preventing the leakage of sensitive information. PrivChain-AI is a hierarchical design that incorporates permissioned consensus protocols and utilises zero-knowledge proof verification to authenticate transactions. It has been demonstrated that the performance is higher than that of the actual financial data, with an outcome of 94.7% accuracy in fraud recognition at the cost of e-differentiation privacy, where Ï” = 1.0. It is 40% faster in terms of communication overhead and ensures regulatory compliance, as it features immutable audit trails. The analysis of performances reveals that a privacy preservation metric improves by 78%, and access control granularity is improved by 62% compared to the current state-of-the-art approaches. The PrivChain-AI paradigm introduced provides a new analytical model for safe, collaborative finance, meeting the highest standards and ensuring compliance with relevant regulatory jurisdictions.

Open access
Blockchain Technology Applications and Security
Privacy-Preserving Technologies in Data
Cryptography and Data Security
Original source
Dec 18, 2025·Development and Change
0 cites
Local Conceptions of Authority and Political Legitimacy in Africa

Laurent Fourchard

Portia Roelofs, Good Governance in Nigeria. Rethinking Accountability and Transparency in the Twenty-first Century. Cambridge: Cambridge University Press, 2023. 356 pp. ÂŁ 26.69 paperback. Peer Schouten, Roadblock Politics. The Origins of Violence in Central Africa. Cambridge: Cambridge University Press, 2022. 256 pp. ÂŁ 95.78 hardcover. The state in Africa has been the object of ongoing analysis and debate. Those who qualify it as ‘failed’, ‘weak’, ‘fragile’ or ‘neo-patrimonial’ rely on a strict Weberian definition which views the state as the monopolist of legitimate physical violence, an autonomous bureaucratic apparatus, the embodiment of popular sovereignty, and a spatially and territorially coherent entity. These features represent an essentially Western ideal type. As an alternative, scholars have explored its long historical formation (Bayart, 1989; Cooper, 2002; Hibou and Tozy, 2020), the interpenetration of the bureaucratic realm and the social world (Mitchell, 1991), and the everyday making of the state through processes of negotiation, contestation and bricolage (Hagmann and PĂ©clard, 2010). Other scholars have examined the fabric of informal political order, emphasizing, sometimes uncritically, ‘the strength of weak states’ (Meagher, 2012). This essay reviews the two books listed above by Portia Roelofs and Peer Schouten, which are part of the ongoing discussion on state-making theory. Both authors reflect on this theory from a local perspective, employing popular understandings of accountability, legitimacy and forms of sovereignty. Roelofs book on Nigeria and Schouten's on the Democratic Republic of Congo (DRC) are excellent cases through which to examine these issues and to rethink some of the significant challenges Africa faces. These include an outward-looking political economy based on mineral wealth in parts of the territory (for example, oil in Nigeria and coltan, copper and gold in Eastern Congo); decades of armed conflicts, indicating the difficulty of the central state in controlling its national territory; widespread forms of patronage understood as the distribution by politicians of private goods to citizens; and the imposition of structural adjustment programmes by the International Monetary Fund which drastically reduced the state bureaucracy and its capacity to govern societies. At first glance, the title of Portia Roelofs book Good Governance in Nigeria: Rethinking Accountability and Transparency in the Twenty-first Century (hereafter Good Governance in Nigeria) might be viewed as provocative. It is surprising to see good governance associated with this country, given that Nigerian politics is often characterized in academic literature by neo-patrimonialism, patronage and corruption. Instead of endorsing the view of Nigerian governance as marked by self-destructive greed and a culture of corruption, Roelofs explores lesser-known forms of popular accountability and transparency by examining how the Nigerian political class governs the population and how Nigerians want to be governed. She focuses on Ekiti, Lagos and Oyo, three southwestern states where governors from the dominant party in the southwest, the All Progressives Congress (APC), adopted new public policies in the 2000s. They did so not because they were influenced by donor agencies (for example, in 2004, development aid represented only 0.6 per cent of government spending) but rather because they reactivated a long tradition of progressive governance ingrained in the history of the southwestern region. While radically different in the argumentation, Peer Schouten's book Roadblock Politics: The Origins of Violence in Central Africa (hereafter Roadblock Politics) also starts with empirical observations. Schouten mapped more than 800 roadblocks in eastern DRC, where minerals are strongly associated with armed conflict. With this new cartographic evidence in hand, the author challenges a well-established analytical framework — the DRC conflict is not so much about control over natural resources but about control over spaces of circulation or roads. For Schouten, roadblocks form an entry point into ‘forms of political order that somehow remain invisible in conventional state theory’ (p. xiv). His comparative analysis with the Central African Republic (CAR) helps us to rethink how informal political orders have been constructed along roads in economically poor, resource-rich countries in Central Africa. For the author, roadblocks are not symptomatic of the region's predicament as Hobbesian anarchy; rather, they display a structure of consistent rules and logics of control. These rules pertain to who can set up a roadblock, where, and how movement beyond the roadblock is organized. In exploring these different forms of territorial governance, both books reviewed here prove useful in rethinking state theory and the making of contemporary political arenas. They are based on several years of fieldwork conducted by the authors as part of their PhD dissertation research. What politicians, traders, market women, policemen, military men and rebels think about governance, sovereignty and accountability enables the authors to decipher conventional wisdom on good governance, the resource curse thesis and the neo-patrimonial state. In the sections that follow, I individually discuss the two books which address different research questions on governance, transparency and political order. Following this, I examine the various local conceptions of authority and political legitimacy, which are rooted in a long historical trajectory and challenge common assumptions about state theory. As in so many developing countries, the World Bank and international donors sought to export a ready-made model to Nigeria to transform the state from within. A classical international good governance agenda insists on the need for an insulated system of techno-managerial governance that will protect the market from politics, and in which elected officials and civil servants in government are committed to delivering public goods and to being held accountable for adhering to rules and meeting key indicators. While this narrative is well known, it is surprising to see its adoption by some states in Nigeria in the early 2000s. A long period of military rule, coupled with the implementation in 1985 of structural adjustment programmes, led to the evisceration of many federal and state institutions, a sharp increase in corruption levels, a general decline of public infrastructure, the marginalization of civil society institutions and an upsurge in the number of violent groups claiming more financial resources from the federal state (Osaghae, 1998; Suberu, 2001). Nonetheless, in the early 2000s, the Lagos State government implemented new public policies consistent with the governance agenda of the World Bank, which entailed upgrading public services, reasserting an autonomous civil service, embracing public–private partnerships in various sectors (security, waste and transportation) and increasing the state budget through taxation. Roelofs convincingly suggests that Lagos became a model replicated in neighbouring states; it was implemented in Oyo State during the mandate of Governor Abiola Ajimobi (2011‒19) and in Ekiti State under Governor Kayode Fayemi (2010‒14) (p. 59). Both governors were able to modernize their states by embracing public‒private partnerships and constructing new roads and market infrastructures. Despite this, Fayemi was not re-elected in 2014, and the APC lost Oyo State to the opposition in 2019. This leads Roelofs to ask, ‘What kind of accountability and what kind of transparency do people expect from their leaders?’ (p. 56). Her book is partly inspired by the suggestion in the early 2000s of Thandika Mkandawire that ‘anti-democratic effects of technocracy can be counterbalanced by an aspect of governance that has been downplayed by Western approaches to democracy: the social dimension’ (p. 24). The core argument Roelofs advances is that power must be socially embedded for it to be accountable. In other words, social demands (either personal, family or group-based interests) have the potential for constraining power which, admittedly, is an argument poorly mobilized by academics working on Nigeria. In the process of doing so, Roelofs reconceptualizes accountability as accessibility. Accessibility is understood as the maintenance of spaces for direct communication between political leaders and their constituents. However, politicians often ignore these demands in favour of dominant technocratic approaches to accountability. On a more theoretical level, the author criticizes the claim that politics should be divorced from the world of social relations. Many academics who promote rational choice theory, as well as economic experts at the World Bank, fail to recognize the central role that social relations between politicians and the broader population play in shaping effective mechanisms of transparency and accountability. Similarly, the dominant interpretation of transparency is largely based on the quantity and coverage of budget information. For Roelofs, this is insufficient. Transparency demands that the social networks, relations and obligations within which leaders are embedded should be made visible. While emphasis is placed on the importance of communication channels, Roelofs is not naĂŻve about the material dimension of politics and does not overlook established practices of exchange of private goods between politicians and voters. She also recognizes that such patronage politics provides only a partial explanation: the relationship between voters and politicians is also shaped by citizens’ social demands and their broader expectations about how politicians should behave. Empirically, the argumentation is convincing for the states of Oyo and Ekiti. The APC governors were lacking human faces and neglecting the masses despite the implementation of progressive policies. Although Ajimobi improved or built new infrastructures, he was seen as arrogant and disrespectful and was replaced by a governor who was perceived as being closer to the people. Lagos State remains a question mark in Roelofs book. It is presented as a model for the southwestern states based on the success achieved during the rule of Governors Tinubu (1999‒2007) and Fashola (2007‒15). This reflects an academic optimism about the policies of Lagos that does not consider the strength of APC bureaucratic machines and societal groups (for example, market women's associations, unions, professional guilds, street leaders) loyal to APC governors and working for their re-election (Fourchard, 2021; Lawanson et al., 2025; Salvaire, 2019). In other words, it remains to be demonstrated that since 1999 APC governors of Lagos State have been re-elected due to their accessibility, accountability and ability to listen to the population at large. At the core of Peer Schouten's book, Roadblock Politics, lies another conventional wisdom. The resource curse thesis is a popular narrative with respect to Central Africa. Richard Auty (1993) is credited with coining the concept,1 but Paul Collier amplified it in the late 1990s. Collier explained that the upsurge of conflicts in Africa was linked to globalization while civil wars were motivated by the same basic ‘greed’ as that of rational entrepreneurs (Collier, 2004; Collier and Hoeffler, 2004). The risk of civil war was especially high if countries with weak institutions depended on primary commodity exports, as in the DRC and CAR (p. 237). Interestingly, Schouten notes that Collier was highly influential in promoting this thesis among an unlikely alliance of activists, governments and industrial stakeholders in the region (pp. 237‒38). Schouten's quantitative and qualitative analysis of roadblocks rightly indicates not only that this oversimplifies the situation on the ground, but also that it conceals other analytical possibilities. He demonstrates and argues that the emergence of mobile economies across long distances gave rise to roadblocking as a political technique for negotiating and governing the control of long-distance exchanges from pre-colonial times to the present. Roadblock Politics is a very well-informed history and geography of roadblocks in central Africa. The work is impressive in its articulation of a quantitative analysis of 1,000 roadblocks concentrated in Eastern Congo and CAR with ethnographic insights from specific places. Schouten advances three principal arguments. First, roadblocks are a meaningful form of state making because they have been a dominant form of power both in the 19th century and in the past 25 years, a point to which I will return in the last section of this essay. Second, different means of different forms of rule and which the author to as an of where the of the of is to and the circulation of goods and Roadblock are highly On national and which of roadblocks are largely by state roads and through the with weak economic are and at per cent by armed groups such as the and other or reflect the of power in that they for They are both a groups different of and a must part of their up the roadblocks do not Following such as or the as they are able to through roadblocks through of and who the on the while a from the under which this work is Schouten's to the theoretical that are First, it challenges the dominant role minerals play in of conflict in Central Africa and an interpretation of the Although roadblocks are a central part of the conflict between groups for control of different they are not linked to the of mineral All goods are not only Second, it what Schouten to as the political of governance which is meaningful only if it is in to a territory and a population within it (p. a with other forms of territorial governance might have been useful to the to which roadblock politics as local political order is that the author roadblocks as a political through which Central African the by the of In for their they from and at roadblock politics reflects local conceptions of public authority in Central Africa. Despite being very both examine African conceptions of state making and political They the making of authority by exploring and often political This is especially in an academic where African history has so often been to Schouten, is a long historical tradition of to the of power in the of Roadblock Politics the history of a on on the roads from the to the and along the Congo to the became widespread in the 19th century as the circulation of goods as and It was a very for able to and control over a party to it was As with was the for these as or For Schouten, a form of He us that this is rooted in Central African the of along key is in and what as first of people to wealth by along (p. were a of state making than autonomous to the emergence of political power (p. Roadblock politics in the century is presented as a of two how the period period from the of the 19th century the of the in might have contemporary and politics is a form of history that to as Peer Schouten's book is well to an between the two the is more historical especially of the and The of roads into during the period is presented as a African are at the same seen as the of the on the suggests that the was along and in in mineral but weak especially in and was This form of government is by the author as on a (p. Schouten suggests in the same that on was a and more form of rule than the of direct across He also that the population was and in in the a as the (p. The last point to is that the analysis of and to be the of the order. All the presented by Schouten favour a thesis from the pre-colonial to the period in to state However, I have some about this The thesis has the of some on rule which are well established by These include the capacity of the to in very the in of central African to along the and in of work and and the ability of to and by especially World In other words, Schouten suggests that the population the imposition of (for example, and and the central state other political possibilities. This thesis does not to how view their of movement of the In the book, a at about In the I from to were this is (p. In a roads are The government (p. These that a system of roads did of the century and that the It a of national state legitimacy, and if this were the roadblocks politics be an radically different to the both in and in the of and In other words, historical between the 19th and are not especially how roadblock politics might from In Good Governance in Roelofs is in to state than in the to rule and the in which political legitimacy is over Instead of that a of good governance was on Nigeria by the Roelofs the tradition of or or In the of a political class led by a and of the Western this have a to rule in so as they display a based on Western with the of in the 19th For historical in the region in the 19th and and replaced war as a of political leaders must than they For and governors in leaders need an of government if they are to their to new The a social and political a social that is through the of It the of social and for constraining the power of Roelofs suggests that Tinubu was elected as governor of Lagos State in he was very much influenced by and a public in the of Nigeria for and the return of in The strength of the on the capacity to of historical and Roelofs is very to local conceptions of APC politicians a to and to be for their good governance, but they politicians from private of and She suggests that is a The book the between political of the politicians who do not often This of development and local authority has as by the for and so ingrained in the southwestern part of Nigeria. ask, to what local politicians have been in the past APC politicians have the in Nigeria since but popular has in a of economic power and of in and What remains of this to It that has as the three political in the very patronage politics to play a significant role in by the widespread of politicians their that the core of and This the question of how political legitimacy has been built over in the two to state on the hand, and popular of accountability, on the other hand, to be central in the of local political the two books are convincing in their argumentation, might be other to For Schouten, roadblock politics reflects the radically and of local public This point the in which informal institutions public authority by a of (for example, associations, associations, women's and In the past years, an of work in and political has the role of state and institutions in shaping local authority in (Fourchard, the African has of institutions working at the of the state and These institutions the state as and while to or their public authority have and conflicts, power local power within a the of political Schouten's central arguments. or informal institutions that transform into This is the for groups that have some legitimacy because they are seen as more than the and a for which people are to and Schouten that roadblock groups have some legitimacy, especially with respect to and they for the of local What might be is the to which these armed groups at a of from the or the local they might be a of the but is a significant between the two in that roadblocks to be a form of between central state services, and what are the or the seen as legitimate or in and on this another from the roadblocks to the in which they are to how to between groups which legitimate or local For Roelofs, local political legitimacy is in the popular of accountability and accessibility. In coupled with a neo-patrimonial of the the social with officials as effective governance in Africa. by patronage or politics, Western political have social relations in their discussion of African politics and socially embedded forms of of the of Good Governance in Nigeria is that it beyond these patronage to other forms of popular accountability in Nigeria and in the For example, politicians are to be embedded in and the of communication through to by of is This is in the literature on politics but largely in the literature on in a broader with literature beyond the African is but political research on Africa with neo-patrimonial literature or rational choice theory political and political research that and the of political legitimacy beyond However, a more central question how politicians are in Africa and how their will and political demands in public The two books reviewed here with historical and conceptions of authority and accountability in Africa that have been This of history into the social remains to a more of the fabric of public authority in the African and is a for more qualitative work that challenges and assumptions about countries in and the African in The two books a central to the conventional wisdom on state authority in Africa and A strength of these two scholars is their capacity to fieldwork over to rethink many central issues in state-making theory. in the of a roadblock, a or in how local politicians to their is an excellent point for on very state theory. The World technocratic of good governance, the resource curse thesis and neo-patrimonial and rational choice theory remain dominant in international development agencies and among academics and need to be by such research. In this the to territorial governance forms part of a broader by a number of scholars to the state in a more and (Hagmann and PĂ©clard, 2021; The quantitative analysis of roadblocks helps beyond a of the roadblocks are a form of political order and to be a political or the of mineral exploring the role of Western such as and is an to the of in such a political is a political and at the for International His research include the and the political of public He and in Africa and Nigeria

Open access
Political Conflict and Governance
Globalization and political ideologies
Corruption and Economic Development
Original source
Dec 18, 2025·Frontiers in Blockchain
1 cites
A hybrid blockchain and smart contract framework for resilient IoT security in smart homes

Shiva Soni, Abhilasha Singh

The rapid growth of IoT devices in smart home environments has introduced significant challenges in ensuring secure, scalable, and efficient communication among heterogeneous devices. Centralized architectures suffer from a single point of failure, while blockchain-only solutions face high latency, limiting their use in real-time control. To address these issues, we propose a multi-layered decentralized framework that combines a consortium blockchain, a trusted off-chain coordinator, group-based zero-knowledge proofs (ZKPs), and a two-tiered access control policy (ACP) architecture. The consortium blockchain provides an immutable ledger for device identities and foundational, coarse-grained ACP enforcement through smart contracts, ensuring tamper-proof trust. For privacy-preserving mutual authentication, a group-based ZKP protocol enables collective device authorization without revealing sensitive keys. The off-chain coordinator complements this by enforcing dynamic security mechanisms, including fine-grained ACPv2 checks—such as rate limits, time-of-day restrictions, and device telemetry—in addition to anomaly detection for behavioral risk assessment. This proposed hybrid structure achieves both immutability and high efficiency over traditional methods. A performance evaluation highlighted the framework’s efficiency by demonstrating that the core ZKP verification for a 500-device group can be completed in just 190 ms. The framework drastically reduces on-chain costs, with critical access control policy transactions consuming only 82,748 gas—a reduction of over 90% compared to benchmarked on-chain systems. The complete end-to-end workflow, from user request to secure session establishment, has a latency bound of approximately 3s. Formal security verification with the BAN and AVISPA tools validates resilience against common attacks, including man-in-the-middle, replay, and impersonation, while static analysis using the Slither framework confirms the absence of critical vulnerabilities in the smart contract code. By combining an immutable on-chain foundation with intelligent, dynamic off-chain enforcement, our proposed framework provides a uniquely resilient, scalable, and adaptive security solution for modern smart home systems.

Open access
Blockchain Technology Applications and Security
Security and Verification in Computing
IoT and Edge/Fog Computing
Original source
Dec 18, 2025·arXiv (Cornell University)
0 cites
Automated Market Making for Energy Sharing

Michele Fabi, Viraj Nadkarni, Leonardo Leone, Matheus V. X. Ferreira

<div> We develop an axiomatic theory for Automated Market Makers (AMMs) in local energy sharing markets and analyze the Markov Perfect Equilibrium of the resulting economy with a Mean-Field Game. In this game, heterogeneous prosumers solve a Bellman equation to optimize energy consumption, storage, and exchanges. Our axioms identify a class of mechanisms with linear, Lipschitz continuous payment functions, where prices decrease with the aggregate supply-to-demand ratio of energy. We prove that implementing batch execution and concentrated liquidity allows standard design conditions from decentralized finance-quasi-concavity, monotonicity, and homotheticity-to construct AMMs that satisfy our axioms. The resulting AMMs are budget-balanced and achieve ex-ante efficiency, contrasting with the strategy-proof, expost optimal VCG mechanism. Since the AMM implements a Potential Game, we solve its equilibrium by first computing the social planner's optimum and then decentralizing the allocation. Numerical experiments using data from the Paris administrative region suggest that the prosumer community can achieve gains from trade up to 40% relative to the grid-only benchmark. </div>

Open access
4 source records
econ.TH
cs.GT
Smart Grid Energy Management
Original source
Dec 18, 2025·arXiv (Cornell University)
0 cites
Design of a Decentralized Fixed-Income Lending Automated Market Maker Protocol Supporting Arbitrary Maturities

Tianyi Ma

In decentralized finance (DeFi), designing fixed-income lending automated market makers (AMMs) is extremely challenging due to time-related complexities. Moreover, existing protocols only support single-maturity lending. Building upon the BondMM protocol, this paper argues that its mathematical invariants are sufficiently elegant to be generalized to arbitrary maturities. This paper thus propose an improved design, BondMM-A, which supports lending activities of any maturity. By integrating fixed-income instruments of varying maturities into a single smart contract, BondMM-A offers users and liquidity providers (LPs) greater operational freedom and capital efficiency. Experimental results show that BondMM-A performs excellently in terms of interest rate stability and financial robustness.

Open access
2 source records
cs.CR
q-fin.TR
FinTech, Crowdfunding, Digital Finance
Original source
Dec 18, 2025·International Journal of Computer Applications
0 cites
Enhancing Privacy and Security in Blockchain-Based Health Insurance Management System Using Zero-Knowledge Proof

Damilare E. Bakare, Adekemi Olawunmi Amoo, Mary T. Onifade

The health insurance sector has been facing many challenges recently, such as fraudulent activities in insurance claims, data breaches, and high transaction costs, particularly with existing systems built on the Ethereum network, which negatively affect its efficiency and effectiveness.These challenges undermine the trust and financials of insurance providers while compromising the privacy of the patient's health records.To address this issue, this study proposes a conceptual framework that uses zero-knowledge proof within the blockchain system and is deployed on the Polygon Network for its low transaction fees and higher throughput.The proposed model allows the verification of an insurance claim without revealing sensitive patient health records, ensuring privacy while preventing fraudulent activities.In this conceptual design, the hospital can issue verifiable proof of treatment, appointment, and bill that shows the validity of the insurance claim without revealing the underlying health record to the insurer.This study, therefore, contributes to supporting research in decentralized applications for healthcare insurance by presenting a conceptual model and comprehensively analyzing the feasibility, rather than a full-scale implementation.It also emphasizes the need to preserve privacy in sensitive domains and the potential benefits of blockchain and ZKP integration.In conclusion, the research's findings show that, in theory, integrating ZKP with blockchain technology can enhance healthcare insurance processes in terms of reliability, efficiency, privacy, and security.However, further research and practical development are required to realize and evaluate a fully operational system.

Open access
Blockchain Technology Applications and Security
Big Data and Digital Economy
Privacy-Preserving Technologies in Data
Original source