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Exploiting Blockchain to Make AI Trustworthy: A Software Development Lifecycle View

https://doi.org/10.1145/3614424
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Artificial intelligence‐powered decentralized framework for Internet of Things in Healthcare 4.0
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AI‐enabled trust‐based routing protocol for social opportunistic IoT networks
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Blockchain for explainable and trustworthy artificial intelligence
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In AI we trust? Perceptions about automated decision-making by artificial intelligence
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Blockchain for deep learning: review and open challenges
inferredcites →https://doi.org/10.1007/s10916-019-1468-1openalex-snapshot
Design of a Secure Medical Data Sharing Scheme Based on Blockchain
inferredcites →https://doi.org/10.1007/s12525-021-00475-2openalex-snapshot
Machine learning and deep learning
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The Cost of Fairness in AI: Evidence from E-Commerce
inferredcites →https://doi.org/10.1007/s42454-020-00023-xopenalex-snapshot
IMPACTS: a trust model for human-autonomy teaming
inferredcites →https://doi.org/10.1016/0004-3702(96)00007-0openalex-snapshot
Artificial intelligence: A modern approach
inferredcites →https://doi.org/10.1016/j.autcon.2022.104298openalex-snapshot
Trustworthy AI and robotics: Implications for the AEC industry
inferredcites →https://doi.org/10.1016/j.cie.2020.106982openalex-snapshot
Blockchain for aerospace and defense: Opportunities and open research challenges
inferredcites →https://doi.org/10.1016/j.eswa.2022.116548openalex-snapshot
Decentralizing construction AI applications using blockchain technology
inferredcites →https://doi.org/10.1016/j.future.2020.12.003openalex-snapshot
Privacy-preserving blockchain-based federated learning for traffic flow prediction
inferredcites →https://doi.org/10.1016/j.future.2021.11.028openalex-snapshot
A framework for privacy-preservation of IoT healthcare data using Federated Learning and blockchain technology
inferredcites →https://doi.org/10.1016/j.jisa.2021.102749openalex-snapshot
Privacy-preserving in smart contracts using blockchain and artificial intelligence for cyber risk measurements
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A High-Level Overview of AI Ethics
inferredcites →https://doi.org/10.1016/j.scs.2020.102220openalex-snapshot
Blockchain and federated learning-based distributed computing defence framework for sustainable society
inferredcites →https://doi.org/10.1016/j.sysarc.2020.101954openalex-snapshot
TP2SF: A Trustworthy Privacy-Preserving Secured Framework for sustainable smart cities by leveraging blockchain and machine learning
inferredcites →https://doi.org/10.1016/j.sysarc.2022.102436openalex-snapshot
CBFF: A cloud–blockchain fusion framework ensuring data accountability for multi-cloud environments
inferredcites →https://doi.org/10.1038/s41586-020-2766-yopenalex-snapshot
Transparency and reproducibility in artificial intelligence
inferredcites →https://doi.org/10.1108/ir.1999.04926fae.001openalex-snapshot
Lecture Notes in Computer Science 1205
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Blockchain for AI: Review and Open Research Challenges
inferredcites →https://doi.org/10.1109/access.2020.2981447openalex-snapshot
On the Convergence of Artificial Intelligence and Distributed Ledger Technology: A Scoping Review and Future Research Agenda
inferredcites →https://doi.org/10.1109/access.2020.3029445openalex-snapshot
Blockchain for Privacy Preserving and Trustworthy Distributed Machine Learning in Multicentric Medical Imaging (C-DistriM)
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A Novel Blockchain-Based Integrity and Reliable Veterinary Clinic Information Management System Using Predictive Analytics for Provisioning of Quality Health Services
inferredcites →https://doi.org/10.1109/access.2021.3128622openalex-snapshot
ST-BFL: A Structured Transparency Empowered Cross-Silo Federated Learning on the Blockchain Framework
inferredcites →https://doi.org/10.1109/aicai.2019.8701230openalex-snapshot
Converging Blockchain and Machine Learning for Healthcare
inferredcites →https://doi.org/10.1109/blockchain.2019.00029openalex-snapshot
Ownership Preserving AI Market Places Using Blockchain
inferredcites →https://doi.org/10.1109/blockchain.2019.00057openalex-snapshot
Decentralized and Collaborative AI on Blockchain
inferredcites →https://doi.org/10.1109/globecom38437.2019.9013824openalex-snapshot
AI-Enabled Blockchain: An Outlier-Aware Consensus Protocol for Blockchain-Based IoT Networks
inferredcites →https://doi.org/10.1109/icrito48877.2020.9197847openalex-snapshot
AI and Blockchain Integration
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Towards Blockchain-Based Reputation-Aware Federated Learning
inferredcites →https://doi.org/10.1109/iri.2019.00039openalex-snapshot
Towards Federated Learning Approach to Determine Data Relevance in Big Data
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“Black Box Justice”: Robot Judges and AI-based Judgment Processes in China’s Court System
inferredcites →https://doi.org/10.1109/jas.2020.1003114openalex-snapshot
AI-based modeling and data-driven evaluation for smart manufacturing processes
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A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges
inferredcites →https://doi.org/10.1109/jas.2020.1003545openalex-snapshot
Human-Swarm-Teaming Transparency and Trust Architecture
inferredcites →https://doi.org/10.1109/jas.2021.1004087openalex-snapshot
Fighting COVID-19 and Future Pandemics With the Internet of Things: Security and Privacy Perspectives
inferredcites →https://doi.org/10.1109/jas.2021.1004225openalex-snapshot
Blockchain-Based Secured IPFS-Enable Event Storage Technique With Authentication Protocol in VANET
inferredcites →https://doi.org/10.1109/jas.2022.105599openalex-snapshot
Towards Long Lifetime Battery: AI-Based Manufacturing and Management
inferredcites →https://doi.org/10.1109/jiot.2020.2977383openalex-snapshot
Decentralized Privacy Using Blockchain-Enabled Federated Learning in Fog Computing
inferredcites →https://doi.org/10.1109/jiot.2020.2987843openalex-snapshot
AI at the Edge: Blockchain-Empowered Secure Multiparty Learning With Heterogeneous Models
inferredcites →https://doi.org/10.1109/jiot.2020.3017377openalex-snapshot
Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices
inferredcites →https://doi.org/10.1109/jiot.2020.3032544openalex-snapshot
Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT
inferredcites →https://doi.org/10.1109/jiot.2020.3034601openalex-snapshot
Adaptive and Robust Routing With Lyapunov-Based Deep RL in MEC Networks Enabled by Blockchains
inferredcites →https://doi.org/10.1109/jiot.2020.3035437openalex-snapshot
Blockchain-Based Edge Computing Resource Allocation in IoT: A Deep Reinforcement Learning Approach
inferredcites →https://doi.org/10.1109/jiot.2021.3072611openalex-snapshot
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges
inferredcites →https://doi.org/10.1109/jiot.2021.3132780openalex-snapshot
Security-Aware and Privacy-Preserving Personal Health Record Sharing Using Consortium Blockchain
inferredcites →https://doi.org/10.1109/jstsp.2020.3002101openalex-snapshot
Media Forensics and DeepFakes: An Overview
inferredcites →https://doi.org/10.1109/lcomm.2019.2921755openalex-snapshot
Blockchained On-Device Federated Learning
inferredcites →https://doi.org/10.1109/liss.2018.8593220openalex-snapshot
IOT Enabled Smart Logistics Using Smart Contracts
inferredcites →https://doi.org/10.1109/mcc.2018.1081060openalex-snapshot
Intelligent Resource Management in Blockchain-Based Cloud Datacenters
inferredcites →https://doi.org/10.1109/mnet.001.1900658openalex-snapshot
PIRATE: A Blockchain-Based Secure Framework of Distributed Machine Learning in 5G Networks
inferredcites →https://doi.org/10.1109/mnet.011.2000263openalex-snapshot
A Blockchain-Based Decentralized Federated Learning Framework with Committee Consensus
inferredcites →https://doi.org/10.1109/mnet.011.2000662openalex-snapshot
Toward Transparent and Accountable Privacy-Preserving Data Classification
inferredcites →https://doi.org/10.1109/mnet.101.2100387openalex-snapshot
Smart and Secure CAV Networks Empowered by AI-Enabled Blockchain: The Next Frontier for Intelligent Safe Driving Assessment
inferredcites →https://doi.org/10.1109/percomworkshops48775.2020.9156127openalex-snapshot
Trustworthy AI in the Age of Pervasive Computing and Big Data
inferredcites →https://doi.org/10.1109/scc53864.2021.00067openalex-snapshot
Toward Scalable Artificial Intelligence in Finance
inferredcites →https://doi.org/10.1109/sp.2017.41openalex-snapshot
Membership Inference Attacks Against Machine Learning Models
inferredcites →https://doi.org/10.1109/tcomm.2020.2990686openalex-snapshot
Federated Learning With Blockchain for Autonomous Vehicles: Analysis and Design Challenges
inferredcites →https://doi.org/10.1109/tcss.2020.2990103openalex-snapshot
Security and Trust in Blockchains: Architecture, Key Technologies, and Open Issues
inferredcites →https://doi.org/10.1109/tcss.2021.3100258openalex-snapshot
Privacy-Preserving Blockchain-Based Federated Learning for Marine Internet of Things
inferredcites →https://doi.org/10.1109/tdsc.2016.2616861openalex-snapshot
Security and Privacy in Decentralized Energy Trading Through Multi-Signatures, Blockchain and Anonymous Messaging Streams
inferredcites →https://doi.org/10.1109/tdsc.2019.2952332openalex-snapshot
DeepChain: Auditable and Privacy-Preserving Deep Learning with Blockchain-based Incentive
inferredcites →https://doi.org/10.1109/tetc.2020.2978866openalex-snapshot
B-TSCA: Blockchain Assisted Trustworthiness Scalable Computation for V2I Authentication in VANETs
inferredcites →https://doi.org/10.1109/tetc.2020.2983007openalex-snapshot
A Blockchain-Powered Decentralized and Secure Computing Paradigm
inferredcites →https://doi.org/10.1109/tii.2019.2942190openalex-snapshot
Blockchain and Federated Learning for Privacy-Preserved Data Sharing in Industrial IoT
inferredcites →https://doi.org/10.1109/tii.2020.2974555openalex-snapshot
A Trustworthy Privacy Preserving Framework for Machine Learning in Industrial IoT Systems
inferredcites →https://doi.org/10.1109/tii.2020.2983764openalex-snapshot
Guest Editorial: Blockchain and AI Enabled 5G Mobile Edge Computing
inferredcites →https://doi.org/10.1109/tii.2020.3007817openalex-snapshot
A Blockchained Federated Learning Framework for Cognitive Computing in Industry 4.0 Networks
inferredcites →https://doi.org/10.1109/tii.2020.3017668openalex-snapshot
Low-Latency Federated Learning and Blockchain for Edge Association in Digital Twin Empowered 6G Networks
inferredcites →https://doi.org/10.1109/tii.2020.3040968openalex-snapshot
A Blockchain-Based Deep Learning Approach for Cyber Security in Next Generation Industrial Cyber-Physical Systems
inferredcites →https://doi.org/10.1109/tii.2022.3204692openalex-snapshot
TaLWaR: Blockchain-Based Trust Management Scheme for Smart Enterprises With Augmented Intelligence
inferredcites →https://doi.org/10.1109/tits.2011.2105867openalex-snapshot
A Decentralized Approach for Anticipatory Vehicle Routing Using Delegate Multiagent Systems
inferredcites →https://doi.org/10.1109/tits.2017.2777990openalex-snapshot
CreditCoin: A Privacy-Preserving Blockchain-Based Incentive Announcement Network for Communications of Smart Vehicles
inferredcites →https://doi.org/10.1109/tits.2020.2997469openalex-snapshot
A Deep Learning-Based Blockchain Mechanism for Secure Internet of Drones Environment
inferredcites →https://doi.org/10.1109/tits.2020.3002712openalex-snapshot
A Hierarchical Blockchain-Enabled Federated Learning Algorithm for Knowledge Sharing in Internet of Vehicles
inferredcites →https://doi.org/10.1109/tits.2020.3017474openalex-snapshot
Mobility-Aware Proactive Edge Caching for Connected Vehicles Using Federated Learning
inferredcites →https://doi.org/10.1109/tits.2020.3025875openalex-snapshot
Anomaly Detection in Automated Vehicles Using Multistage Attention-Based Convolutional Neural Network
inferredcites →https://doi.org/10.1109/tits.2021.3129417openalex-snapshot
Heterogeneous Blockchain and AI-Driven Hierarchical Trust Evaluation for 5G-Enabled Intelligent Transportation Systems
inferredcites →https://doi.org/10.1109/tits.2022.3146322openalex-snapshot
Blockchain-Based Privacy-Preserving and Sustainable Data Query Service Over 5G-VANETs
inferredcites →https://doi.org/10.1109/tits.2022.3167485openalex-snapshot
Data Freshness Optimization Under CAA in the UAV-Aided MECN: A Potential Game Perspective
inferredcites →https://doi.org/10.1109/tnse.2020.3011928openalex-snapshot
A Blockchain-Based Traceable Self-Tallying E-Voting Protocol in AI Era
inferredcites →https://doi.org/10.1109/tnse.2020.3043262openalex-snapshot
BATS: A Blockchain and AI-Empowered Drone-Assisted Telesurgery System Towards 6G
inferredcites →https://doi.org/10.1109/tnse.2021.3118970openalex-snapshot
On Designing Smart Agents for Service Provisioning in Blockchain-Powered Systems
inferredcites →https://doi.org/10.1109/tpds.2020.2996273openalex-snapshot
Towards Fair and Privacy-Preserving Federated Deep Models
inferredcites →https://doi.org/10.1109/tpds.2021.3056773openalex-snapshot
Proof of Federated Learning: A Novel Energy-Recycling Consensus Algorithm
inferredcites →https://doi.org/10.1109/tsg.2020.3027728openalex-snapshot
A Reinforcement Learning-Based Decision System for Electricity Pricing Plan Selection by Smart Grid End Users
inferredcites →https://doi.org/10.1109/tvt.2020.2973651openalex-snapshot
Blockchain Empowered Asynchronous Federated Learning for Secure Data Sharing in Internet of Vehicles
inferredcites →https://doi.org/10.1109/tvt.2020.2973705openalex-snapshot
Deep Reinforcement Learning and Permissioned Blockchain for Content Caching in Vehicular Edge Computing and Networks
inferredcites →https://doi.org/10.1145/3312750openalex-snapshot
Data Transparency with Blockchain and AI Ethics
inferredcites →https://doi.org/10.1145/3408321openalex-snapshot
Security and Privacy of Patient Information in Medical Systems Based on Blockchain Technology
inferredcites →https://doi.org/10.1145/3414045.3415941openalex-snapshot
Private blockchain-envisioned security framework for AI-enabled IoT-based drone-aided healthcare services
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An Incentive-based Mechanism for Volunteer Computing Using Blockchain
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Algorithmic Impact Assessments and Accountability
inferredcites →https://doi.org/10.1145/3491209openalex-snapshot
Trustworthy Artificial Intelligence: A Review
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A Survey of Blockchain Data Management Systems
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BMIF: Privacy-preserving Blockchain-based Medical Image Fusion
inferredcites →https://doi.org/10.1155/2021/4376418openalex-snapshot
A Blockchain‐Based Federated Learning Method for Smart Healthcare
inferredcites →https://doi.org/10.1155/2021/6126247openalex-snapshot
The Applications of Blockchain in Artificial Intelligence
inferredcites →https://doi.org/10.1155/2021/9991535openalex-snapshot
Recent Advances in Blockchain and Artificial Intelligence Integration: Feasibility Analysis, Research Issues, Applications, Challenges, and Future Work
inferredcites →https://doi.org/10.1155/2022/2050031openalex-snapshot
Deep Learning Optimization of Microgrid Economic Dispatch and Wireless Power Transmission Using Blockchain
inferredcites →https://doi.org/10.1155/2022/4741923openalex-snapshot
A Novel Framework of an IOT‐Blockchain‐Based Intelligent System
inferredcites →https://doi.org/10.1177/00187208211013988openalex-snapshot
Trust in Artificial Intelligence: Meta-Analytic Findings
inferredcites →https://doi.org/10.1177/00420980221131246openalex-snapshot
The ‘medical city’ and China’s entrepreneurial state: Spatial production under rising consumerism in healthcare
inferredcites →https://doi.org/10.1186/s12920-020-0721-2openalex-snapshot
Leveraging blockchain for immutable logging and querying across multiple sites
inferredcites →https://doi.org/10.18632/oncotarget.22345openalex-snapshot
Converging blockchain and next-generation artificial intelligence technologies to decentralize and accelerate biomedical research and healthcare
inferredcites →https://doi.org/10.21799/frbp.wp.2022.15openalex-snapshot
Blockchain Economics
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inferredcites →https://doi.org/10.3390/app12073507openalex-snapshot
Machine Learning-Blockchain Based Autonomic Peer-to-Peer Energy Trading System
inferredcites →https://doi.org/10.3390/app12125826openalex-snapshot
Discrimination, Bias, Fairness, and Trustworthy AI
inferredcites →https://doi.org/10.3390/electronics11081268openalex-snapshot
Evaluation of Production of Digital Twins Based on Blockchain Technology
inferredcites →https://doi.org/10.3390/fi11080170openalex-snapshot
Artificial Intelligence Implementations on the Blockchain. Use Cases and Future Applications
inferredcites →https://doi.org/10.3390/s22124394openalex-snapshot
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inferredcites →https://doi.org/10.3390/s22155750openalex-snapshot
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inferredcites →https://doi.org/10.3390/su11143974openalex-snapshot
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inferredcites →https://doi.org/10.3390/su12125161openalex-snapshot
Reinforcement Learning in Blockchain-Enabled IIoT Networks: A Survey of Recent Advances and Open Challenges
inferredcites →https://doi.org/10.3403/30397412openalex-snapshot
Information technology � Artificial intelligence � Overview of trustworthiness in artificial intelligence

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