On the convergence of artificial intelligence and distributed ledger technology: A sco** review and future research agenda
Developments in artificial intelligence (AI) and distributed ledger technology (DLT) currently
lead to lively debates in academia and practice. AI processes data to perform tasks that were …
lead to lively debates in academia and practice. AI processes data to perform tasks that were …
Privacy-preserving Byzantine-robust federated learning via blockchain systems
Federated learning enables clients to train a machine learning model jointly without sharing
their local data. However, due to the centrality of federated learning framework and the …
their local data. However, due to the centrality of federated learning framework and the …
hOCBS: A privacy-preserving blockchain framework for healthcare data leveraging an on-chain and off-chain system design
K Miyachi, TK Mackey - Information processing & management, 2021 - Elsevier
In the context of blockchain technology,“off-chain” refers to computation or data that is
structurally external to the blockchain network. Off-Chain Blockchain Systems (OCBS) …
structurally external to the blockchain network. Off-Chain Blockchain Systems (OCBS) …
Public blockchains for resource-constrained IoT devices—A state-of-the-art survey
Although blockchain offers a lot of benefits for the Internet-of-Things (IoT) network in terms of
security, there are a number of barriers to its widespread adoption. Since many IoT networks …
security, there are a number of barriers to its widespread adoption. Since many IoT networks …
BlockchainDB: A shared database on blockchains
M El-Hindi, C Binnig, A Arasu, D Kossmann… - Proceedings of the …, 2019 - dl.acm.org
In this paper we present BlockchainDB, which leverages blockchains as a storage layer and
introduces a database layer on top that extends blockchains by classical data management …
introduces a database layer on top that extends blockchains by classical data management …
Analysis of data management in blockchain-based systems: From architecture to governance
In a blockchain-based system, data and the consensus-based process of recording and
updating them over distributed nodes are central to enabling the trustless multi-party …
updating them over distributed nodes are central to enabling the trustless multi-party …
Law versus technology: Blockchain, GDPR, and tough tradeoffs
U Tatar, Y Gokce, B Nussbaum - Computer Law & Security Review, 2020 - Elsevier
Inconsistency between the way in which the law is structured, and the way in which
technologies actually operate is always an interesting and useful topic to explore. When a …
technologies actually operate is always an interesting and useful topic to explore. When a …
Challenges and common solutions in smart contract development
N Kannengiesser, S Lins, C Sander… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Smart contracts are a promising means of formalizing and reliably enforcing agreements
between entities using distributed ledger technology (DLT). Research has revealed that a …
between entities using distributed ledger technology (DLT). Research has revealed that a …
From oracles to trustworthy data on-chaining systems
Many blockchain transactions require blockchain-external data sources to provide data.
Oracle systems have been proposed as a link between blockchains and blockchain-external …
Oracle systems have been proposed as a link between blockchains and blockchain-external …
Advancing blockchain-based federated learning through verifiable off-chain computations
Federated learning may be subject to both global aggregation attacks and distributed
poisoning attacks. Blockchain technology along with incentive and penalty mechanisms …
poisoning attacks. Blockchain technology along with incentive and penalty mechanisms …