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A Comprehensive Analysis of Privacy-Preserving Solutions Developed for IoT-Based Systems and Applications

https://doi.org/10.3390/electronics14112106

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Parking recommender system privacy preservation through anonymization and differential privacy

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Federated learning with hybrid differential privacy for secure and reliable cross‐IoT platform knowledge sharing

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DataMix: Efficient Privacy-Preserving Edge-Cloud Inference

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A Verifiable Federated Learning Scheme Based on Secure Multi-party Computation

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MSDP: multi-scheme privacy-preserving deep learning via differential privacy

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DeepThink IoT: The Strength of Deep Learning in Internet of Things

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Securing the future: exploring post-quantum cryptography for authentication and user privacy in IoT devices

inferredcites →https://doi.org/10.1007/s10916-018-0896-7openalex-snapshot

(a,k)-Anonymous Scheme for Privacy-Preserving Data Collection in IoT-based Healthcare Services Systems

inferredcites →https://doi.org/10.1007/s11227-023-05696-0openalex-snapshot

A blockchain-based provably secure anonymous authentication for edge computing-enabled IoT

inferredcites →https://doi.org/10.1007/s11265-016-1198-2openalex-snapshot

Privacy-Preserving Data Communication Through Secure Multi-Party Computation in Healthcare Sensor Cloud

inferredcites →https://doi.org/10.1007/s11277-019-06407-wopenalex-snapshot

IoT Technology, Applications and Challenges: A Contemporary Survey

inferredcites →https://doi.org/10.1007/s11277-020-07649-9openalex-snapshot

Security and Privacy in IoT: A Survey

inferredcites →https://doi.org/10.1007/s11761-020-00287-wopenalex-snapshot

Data anonymization: a novel optimal k-anonymity algorithm for identical generalization hierarchy data in IoT

inferredcites →https://doi.org/10.1007/s12083-021-01077-7openalex-snapshot

An efficient clustering-based anonymization scheme for privacy-preserving data collection in IoT based healthcare services

inferredcites →https://doi.org/10.1007/s12083-024-01858-wopenalex-snapshot

Differential privacy preserving based framework using blockchain for internet-of-things

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Data management for resource optimization in medical IoT

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A machine learning approach for IoT cultural data

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Securing Data in an Internet of Things Network Using Blockchain Technology: Smart Home Case

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A privacy-preserving federated learning scheme with homomorphic encryption and edge computing

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A robust IoT-based cloud model for COVID-19 prediction using advanced machine learning technique

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Privacy-preserving model training architecture for intelligent edge computing

inferredcites →https://doi.org/10.1016/j.comcom.2020.10.022openalex-snapshot

Privacy-preserving using homomorphic encryption in Mobile IoT systems

inferredcites →https://doi.org/10.1016/j.comcom.2021.09.003openalex-snapshot

Edge and fog computing for IoT: A survey on current research activities & future directions

inferredcites →https://doi.org/10.1016/j.comcom.2024.06.002openalex-snapshot

Secure multi-party computation with secret sharing for real-time data aggregation in IIoT

inferredcites →https://doi.org/10.1016/j.compeleceng.2022.107894openalex-snapshot

A privacy enhancing model for Internet of Things using three-way decisions and differential privacy

inferredcites →https://doi.org/10.1016/j.compeleceng.2024.109565openalex-snapshot

Large-scale secure model learning and inference using synthetic data for IoT-based big data analytics

inferredcites →https://doi.org/10.1016/j.compeleceng.2025.110146openalex-snapshot

Privacy and security vulnerabilities in edge intelligence: An analysis and countermeasures

inferredcites →https://doi.org/10.1016/j.cose.2020.101921openalex-snapshot

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inferredcites →https://doi.org/10.1016/j.cose.2024.104097openalex-snapshot

A survey on privacy and security issues in IoT-based environments: Technologies, protection measures and future directions

inferredcites →https://doi.org/10.1016/j.cose.2025.104474openalex-snapshot

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inferredcites →https://doi.org/10.1016/j.cose.2025.104513openalex-snapshot

VADP: Visitor-attribute-based adaptive differential privacy for IoMT data sharing

inferredcites →https://doi.org/10.1016/j.csi.2023.103720openalex-snapshot

Privacy preserving Federated Learning framework for IoMT based big data analysis using edge computing

inferredcites →https://doi.org/10.1016/j.dcan.2023.01.022openalex-snapshot

Smart and collaborative industrial IoT: A federated learning and data space approach

inferredcites →https://doi.org/10.1016/j.displa.2024.102857openalex-snapshot

Private compression for intermediate feature in IoT-supported mobile cloud inference

inferredcites →https://doi.org/10.1016/j.eij.2020.10.001openalex-snapshot

IoT security system with modified Zero Knowledge Proof algorithm for authentication

inferredcites →https://doi.org/10.1016/j.future.2018.12.061openalex-snapshot

IoT-FBAC: Function-based access control scheme using identity-based encryption in IoT

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.future.2021.12.012openalex-snapshot

Serverless data pipeline approaches for IoT data in fog and cloud computing

inferredcites →https://doi.org/10.1016/j.future.2024.107584openalex-snapshot

Enterprise architecture of IoT-based applications: A review

inferredcites →https://doi.org/10.1016/j.ins.2018.07.057openalex-snapshot

K-VARP: K-anonymity for varied data streams via partitioning

inferredcites →https://doi.org/10.1016/j.ins.2022.05.040openalex-snapshot

Data anonymization evaluation for big data and IoT environment

inferredcites →https://doi.org/10.1016/j.iot.2023.101019openalex-snapshot

Securing IoT devices: A novel approach using blockchain and quantum cryptography

inferredcites →https://doi.org/10.1016/j.iot.2023.101032openalex-snapshot

A lightweight chaos-based encryption scheme for IoT healthcare systems

inferredcites →https://doi.org/10.1016/j.iot.2024.101125openalex-snapshot

Lightweight data bridge for connecting self-service end-user analytic tools to NGSI-based IoT systems

inferredcites →https://doi.org/10.1016/j.iot.2024.101189openalex-snapshot

Privacy preservation in sensor-based Human Activity Recognition through autoencoders for low-power IoT devices

inferredcites →https://doi.org/10.1016/j.iot.2024.101227openalex-snapshot

Verify and trust: A multidimensional survey of zero-trust security in the age of IoT

inferredcites →https://doi.org/10.1016/j.iot.2025.101500openalex-snapshot

Creating interpretable synthetic time series for enhancing the design and implementation of Internet of Things (IoT) solutions

inferredcites →https://doi.org/10.1016/j.iot.2025.101558openalex-snapshot

Towards privacy-preserving split learning: Destabilizing adversarial inference and reconstruction attacks in the cloud

inferredcites →https://doi.org/10.1016/j.jnca.2022.103332openalex-snapshot

Security and privacy of internet of medical things: A contemporary review in the age of surveillance, botnets, and adversarial ML

inferredcites →https://doi.org/10.1016/j.jpdc.2024.104992openalex-snapshot

A zero-knowledge proof federated learning on DLT for healthcare data

inferredcites →https://doi.org/10.1016/j.jss.2022.111475openalex-snapshot

On the use of artificial intelligence to deal with privacy in IoT systems: A systematic literature review

inferredcites →https://doi.org/10.1016/j.matpr.2021.01.074openalex-snapshot

Smart skin health monitoring using AI-enabled cloud-based IoT

inferredcites →https://doi.org/10.1016/j.pmcj.2025.102045openalex-snapshot

A black-box assessment of authentication and reliability in consumer IoT devices

inferredcites →https://doi.org/10.1016/j.prime.2024.100798openalex-snapshot

Securing the IoT Landscape: A Comprehensive Review of Secure Systems in the Digital Era

inferredcites →https://doi.org/10.1016/j.procs.2017.08.281openalex-snapshot

On the use of IoT and Big Data Technologies for Real-time Monitoring and Data Processing

inferredcites →https://doi.org/10.1016/j.smhl.2024.100462openalex-snapshot

IoT-based vital sign monitoring: A literature review

inferredcites →https://doi.org/10.1016/j.snb.2019.02.077openalex-snapshot

A wearable IoT aldehyde sensor for pediatric asthma research and management

inferredcites →https://doi.org/10.1038/s41598-025-87454-1openalex-snapshot

Privacy-preserving approach for IoT networks using statistical learning with optimization algorithm on high-dimensional big data environment

inferredcites →https://doi.org/10.1049/tje2.12262openalex-snapshot

IoT applications and challenges in smart cities and services

inferredcites →https://doi.org/10.1109/access.2020.2985932openalex-snapshot

IoT Connectivity Technologies and Applications: A Survey

inferredcites →https://doi.org/10.1109/access.2020.3029847openalex-snapshot

An Empirical Study on System Level Aspects of Internet of Things (IoT)

inferredcites →https://doi.org/10.1109/access.2021.3062201openalex-snapshot

Post-Quantum Era Privacy Protection for Intelligent Infrastructures

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A Secure and Privacy Preserved Parking Recommender System Using Elliptic Curve Cryptography and Local Differential Privacy

inferredcites →https://doi.org/10.1109/access.2023.3235969openalex-snapshot

A Hybrid Approach With GAN and DP for Privacy Preservation of IIoT Data

inferredcites →https://doi.org/10.1109/access.2023.3245524openalex-snapshot

Privacy-Preservation Techniques for IoT Devices: A Systematic Mapping Study

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Advancing Federated Learning Through Novel Mechanism for Privacy Preservation in Healthcare Applications

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IoT-Enabled Secure and Scalable Cloud Architecture for Multi-User Systems: A Hybrid Post-Quantum Cryptographic and Blockchain-Based Approach Toward a Trustworthy Cloud Computing

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Blockchain-IoT Healthcare Applications and Trends: A Review

inferredcites →https://doi.org/10.1109/access.2024.3364078openalex-snapshot

Blockchain Based an Efficient and Secure Privacy Preserved Framework for Smart Cities

inferredcites →https://doi.org/10.1109/access.2024.3377665openalex-snapshot

A Lightweight Multi-Chaos-Based Image Encryption Scheme for IoT Networks

inferredcites →https://doi.org/10.1109/access.2024.3382709openalex-snapshot

A Survey on Security, Privacy, Trust, and Architectural Challenges in IoT Systems

inferredcites →https://doi.org/10.1109/access.2024.3413600openalex-snapshot

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inferredcites →https://doi.org/10.1109/access.2024.3435968openalex-snapshot

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inferredcites →https://doi.org/10.1109/access.2024.3467049openalex-snapshot

Optimization of Privacy-Utility Trade-Off for Efficient Feature Selection of Secure Internet of Things

inferredcites →https://doi.org/10.1109/access.2024.3481652openalex-snapshot

Distributed Synthetic Time-Series Data Generation With Local Differentially Private Federated Learning

inferredcites →https://doi.org/10.1109/access.2024.3509457openalex-snapshot

A Secure Framework for Privacy-Preserving Analytics in Healthcare Records Using Zero-Knowledge Proofs and Blockchain in Multi-Tenant Cloud Environments

inferredcites →https://doi.org/10.1109/access.2024.3523749openalex-snapshot

EdgeSecureDP: Strengthening IoHTs Differential Privacy Through Graphvariate Skellam

inferredcites →https://doi.org/10.1109/access.2025.3528575openalex-snapshot

Balancing Privacy and Utility in Split Learning: An Adversarial Channel Pruning-Based Approach

inferredcites →https://doi.org/10.1109/access.2025.3529309openalex-snapshot

Blockchain-Enabled Zero Trust Architecture for Privacy-Preserving Cybersecurity in IoT Environments

inferredcites →https://doi.org/10.1109/access.2025.3547641openalex-snapshot

A Comprehensive Survey on Split-Fed Learning: Methods, Innovations, and Future Directions

inferredcites →https://doi.org/10.1109/access.2025.3549708openalex-snapshot

Achieving High Efficiency and Privacy in IoT With Federated Learning: A Verifiable Horizontal Approach

inferredcites →https://doi.org/10.1109/bibe.2019.00169openalex-snapshot

Privacy Protection with Pseudonymization and Anonymization In a Health IoT System: Results from OCARIoT

inferredcites →https://doi.org/10.1109/blockchain62396.2024.00017openalex-snapshot

Blockchain-based Federated Learning Utilizing Zero-Knowledge Proofs for Verifiable Training and Aggregation

inferredcites →https://doi.org/10.1109/ccnc54725.2025.10976058openalex-snapshot

Federated Split Learning for Human Activity Recognition with Differential Privacy

inferredcites →https://doi.org/10.1109/ciees62939.2024.10811203openalex-snapshot

Privacy Preservation in IoT: Anonymization Methods and Best Practices

inferredcites →https://doi.org/10.1109/cns62487.2024.10735696openalex-snapshot

Multi-sensor Data Privacy Protection with Adaptive Privacy Budget for IoT Systems

inferredcites →https://doi.org/10.1109/comst.2021.3075439openalex-snapshot

Federated Learning for Internet of Things: A Comprehensive Survey

inferredcites →https://doi.org/10.1109/comst.2021.3090430openalex-snapshot

Federated Learning for Internet of Things: Recent Advances, Taxonomy, and Open Challenges

inferredcites →https://doi.org/10.1109/comst.2024.3399612openalex-snapshot

Transitioning From Federated Learning to Quantum Federated Learning in Internet of Things: A Comprehensive Survey

inferredcites →https://doi.org/10.1109/comst.2024.3430368openalex-snapshot

A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions

inferredcites →https://doi.org/10.1109/comst.2025.3557475openalex-snapshot

Federated Learning in IoT Environments: Examining the Three-Way See-Saw for Privacy, Model-Performance, and Network-Efficiency

inferredcites →https://doi.org/10.1109/easct59475.2023.10393164openalex-snapshot

Preserving the Privacy in IoT Medical data in Edge Computing using Modified AES Model with Discrete-Time Alternating Quantum Walk

inferredcites →https://doi.org/10.1109/embc.2016.7590963openalex-snapshot

Melanoma detection by analysis of clinical images using convolutional neural network

inferredcites →https://doi.org/10.1109/hpcc/smartcity/dss.2019.00180openalex-snapshot

PrivStream: Enabling Privacy-Preserving Inferences on IoT Data Stream at the Edge

inferredcites →https://doi.org/10.1109/ic3tes62412.2024.10877492openalex-snapshot

Generative AI for Synthetic Data Generation in IoT-Based Healthcare Systems

inferredcites →https://doi.org/10.1109/icaic60265.2024.10433831openalex-snapshot

zkFDL: An efficient and privacy-preserving decentralized federated learning with zero knowledge proof

inferredcites →https://doi.org/10.1109/icbc59979.2024.10634342openalex-snapshot

zk-IoT: Securing the Internet of Things with Zero-Knowledge Proofs on Blockchain Platforms

inferredcites →https://doi.org/10.1109/icdcs54860.2022.00133openalex-snapshot

Multi-Party Computation in IoT for Privacy-Preservation

inferredcites →https://doi.org/10.1109/icercs63125.2024.10894813openalex-snapshot

Role-Based Access Control, Secure Multi-Party Computation, and Hierarchical Identity-Based Encryption: Combining AI to Improve Mobile Healthcare Security

inferredcites →https://doi.org/10.1109/icici62254.2024.00116openalex-snapshot

Application of Multi-Party Computation in Data Security and Privacy Protection under the Context of Blockchain

inferredcites →https://doi.org/10.1109/icites59818.2023.10356878openalex-snapshot

Improved On-Device Hyperdimensional-Computing-based Image Segmentation

inferredcites →https://doi.org/10.1109/icnp61940.2024.10858537openalex-snapshot

Toward Private, Trusted, and Fine-Grained Inference Cloud Outsourcing with on-Device Obfuscation and Verification

inferredcites →https://doi.org/10.1109/icsccc58608.2023.10177017openalex-snapshot

Privacy Preservation in Federated Learning, its Attacks and Defenses using SMC-GAN

inferredcites →https://doi.org/10.1109/icws.2019.00015openalex-snapshot

Privacy-Preserving Architecture for Cloud-IoT Platforms

inferredcites →https://doi.org/10.1109/iicaiet62352.2024.10730218openalex-snapshot

Privacy-Preserving Quantum Key Distribution Ensemble Paillier Cryptosystem for Securing IoT Based Smart Metering System

inferredcites →https://doi.org/10.1109/inocon60754.2024.10511982openalex-snapshot

Cryptographic Algorithms for IoT Devices:A Quantum Analysis

inferredcites →https://doi.org/10.1109/iot52625.2021.9469718openalex-snapshot

A New Fast Framework for Anonymizing IoT Stream Data

inferredcites →https://doi.org/10.1109/iscc61673.2024.10733590openalex-snapshot

A Dynamic Approach to Health Data Anonymization by Separatrices

inferredcites →https://doi.org/10.1109/ises54909.2022.00137openalex-snapshot

IoT & ML-Based Healthcare Monitoring System-Review

inferredcites →https://doi.org/10.1109/ithings-greencom-cpscom-smartdata-cybermatics62450.2024.00068openalex-snapshot

Integrating Synthetic Data Modelling into an Adaptive Sampling Framework for IoT Devices

inferredcites →https://doi.org/10.1109/jbhi.2022.3192648openalex-snapshot

Edge Intelligence: Federated Learning-Based Privacy Protection Framework for Smart Healthcare Systems

inferredcites →https://doi.org/10.1109/jiot.2017.2694844openalex-snapshot

A Survey on Security and Privacy Issues in Internet-of-Things

inferredcites →https://doi.org/10.1109/jiot.2018.2864168openalex-snapshot

Privacy in Internet of Things: From Principles to Technologies

inferredcites →https://doi.org/10.1109/jiot.2019.2931724openalex-snapshot

Anti-Quantum Fast Authentication and Data Transmission Scheme for Massive Devices in 5G NB-IoT System

inferredcites →https://doi.org/10.1109/jiot.2019.2958788openalex-snapshot

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inferredcites →https://doi.org/10.1109/jiot.2020.2967734openalex-snapshot

Notice of Removal: A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile Analytics

inferredcites →https://doi.org/10.1109/jiot.2020.2998109openalex-snapshot

An Efficient Framework for Privacy-Preserving Computations on Encrypted IoT Data

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.2020.3037194openalex-snapshot

Local Differential Privacy-Based Federated Learning for Internet of Things

inferredcites →https://doi.org/10.1109/jiot.2020.3038928openalex-snapshot

ESPQuery: An Enhanced Secure Scheme for Privacy-Preserving Query Based on Untrusted Devices in the Internet of Things

inferredcites →https://doi.org/10.1109/jiot.2021.3057419openalex-snapshot

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inferredcites →https://doi.org/10.1109/jiot.2021.3089518openalex-snapshot

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inferredcites →https://doi.org/10.1109/jiot.2021.3095077openalex-snapshot

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Data Poisoning Attacks on Federated Machine Learning

inferredcites →https://doi.org/10.1109/jiot.2022.3147925openalex-snapshot

Blockchain-Based Privacy-Preserving and Rewarding Private Data Sharing for IoT

inferredcites →https://doi.org/10.1109/jiot.2022.3150956openalex-snapshot

Enabling Privacy-Preserving Parallel Outsourcing Matrix Inversion in IoT

inferredcites →https://doi.org/10.1109/jiot.2022.3157552openalex-snapshot

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Privacy-Preserving Asynchronous Federated Learning Framework in Distributed IoT

inferredcites →https://doi.org/10.1109/jiot.2023.3288523openalex-snapshot

Context-Aware Hybrid Encoding for Privacy-Preserving Computation in IoT Devices

inferredcites →https://doi.org/10.1109/jiot.2023.3291132openalex-snapshot

Quantum Secure Threshold Private Set Intersection Protocol for IoT-Enabled Privacy-Preserving Ride-Sharing Application

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PD2S: A Privacy-Preserving Differentiated Data Sharing Scheme Based on Blockchain and Federated Learning

inferredcites →https://doi.org/10.1109/jiot.2023.3296595openalex-snapshot

Efficient Privacy Preserving in IoMT With Blockchain and Lightweight Secret Sharing

inferredcites →https://doi.org/10.1109/jiot.2023.3306003openalex-snapshot

An LDP-Based Privacy-Preserving Longitudinal and Multidimensional Range Query Scheme in IoT

inferredcites →https://doi.org/10.1109/jiot.2023.3307675openalex-snapshot

Collaborative Learning of Different Types of Healthcare Data From Heterogeneous IoT Devices

inferredcites →https://doi.org/10.1109/jiot.2023.3315673openalex-snapshot

A Joint Communication and Learning Framework for Hierarchical Split Federated Learning

inferredcites →https://doi.org/10.1109/jiot.2024.3385268openalex-snapshot

IoT Privacy Protection: JPEG-TPE With Lower File Size Expansion and Lossless Decryption

inferredcites →https://doi.org/10.1109/jiot.2024.3439599openalex-snapshot

Privacy-Enhanced and Efficient Federated Knowledge Transfer Framework in IoT

inferredcites →https://doi.org/10.1109/jiot.2024.3448212openalex-snapshot

Quantum Secure Authentication Scheme for Internet of Medical Things Using Blockchain

inferredcites →https://doi.org/10.1109/jiot.2024.3457270openalex-snapshot

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inferredcites →https://doi.org/10.1109/jiot.2024.3468443openalex-snapshot

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inferredcites →https://doi.org/10.1109/jiot.2024.3486331openalex-snapshot

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inferredcites →https://doi.org/10.1109/jiot.2024.3519732openalex-snapshot

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inferredcites →https://doi.org/10.1109/jiot.2025.3528483openalex-snapshot

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inferredcites →https://doi.org/10.1109/jiot.2025.3530247openalex-snapshot

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inferredcites →https://doi.org/10.1109/jiot.2025.3535414openalex-snapshot

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inferredcites →https://doi.org/10.1109/jiot.2025.3539954openalex-snapshot

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inferredcites →https://doi.org/10.1109/jsac.2022.3211547openalex-snapshot

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inferredcites →https://doi.org/10.1109/jsen.2020.3046752openalex-snapshot

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inferredcites →https://doi.org/10.1109/jsyst.2022.3218894openalex-snapshot

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inferredcites →https://doi.org/10.1109/lcn60385.2024.10639679openalex-snapshot

Securing Blockchain-based IoT Systems with Physical Unclonable Functions and Zero-Knowledge Proofs

inferredcites →https://doi.org/10.1109/mc.2024.3454937openalex-snapshot

The Data Island Problem and Its Mitigation: Are We There Yet?

inferredcites →https://doi.org/10.1109/mcc.2016.28openalex-snapshot

The Quest for Privacy in the Internet of Things

inferredcites →https://doi.org/10.1109/mce.2024.3470340openalex-snapshot

From Connectivity to Intelligence: The Game-Changing Role of AI and IoT in Industry 5.0

inferredcites →https://doi.org/10.1109/mcom.2016.1600398cmopenalex-snapshot

Internet of Things Cloud: Architecture and Implementation

inferredcites →https://doi.org/10.1109/mcom.2018.1700330openalex-snapshot

Securing Edge Devices in the Post-Quantum Internet of Things Using Lattice-Based Cryptography

inferredcites →https://doi.org/10.1109/mcom.2018.1700364openalex-snapshot

PrivacyProtector: Privacy-Protected Patient Data Collection in IoT-Based Healthcare Systems

inferredcites →https://doi.org/10.1109/mnet.101.2100328openalex-snapshot

Federated Analytics: Opportunities and Challenges

inferredcites →https://doi.org/10.1109/mwc.015.2200462openalex-snapshot

Split Learning with Differential Privacy for Integrated Terrestrial and Non-Terrestrial Networks

inferredcites →https://doi.org/10.1109/ojcoms.2022.3149732openalex-snapshot

Security and Privacy Threats for Bluetooth Low Energy in IoT and Wearable Devices: A Comprehensive Survey

inferredcites →https://doi.org/10.1109/ojvt.2023.3243226openalex-snapshot

An Agile Privacy-Preservation Solution for IoT-Based Smart City Using Different Distributions

inferredcites →https://doi.org/10.1109/percom45495.2020.9127385openalex-snapshot

ERAIA - Enabling Intelligence Data Pipelines for IoT-based Application Systems

inferredcites →https://doi.org/10.1109/percomw.2017.7917634openalex-snapshot

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inferredcites →https://doi.org/10.1109/rew.2016.050openalex-snapshot

Privacy Impacts of IoT Devices: A SmartTV Case Study

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Enhancing Security and Privacy in Federated Learning for Connected Autonomous Vehicles With Lightweight Blockchain and Binius ZeroKnowledge Proofs

inferredcites →https://doi.org/10.1109/tbdata.2024.3394700openalex-snapshot

Blockchain-Enabled Secure Collaborative Model Learning Using Differential Privacy for IoT-Based Big Data Analytics

inferredcites →https://doi.org/10.1109/tcc.2020.2975184openalex-snapshot

Attribute Based Encryption with Privacy Protection and Accountability for CloudIoT

inferredcites →https://doi.org/10.1109/tcc.2024.3440656openalex-snapshot

Enabling Privacy-Preserving Parallel Computation of Linear Regression in Edge Computing Networks

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Privacy-Enhanced Pneumonia Diagnosis: IoT-Enabled Federated Multi-Party Computation in Industry 5.0

inferredcites →https://doi.org/10.1109/tce.2024.3377550openalex-snapshot

Federated Quantum-Based Privacy-Preserving Threat Detection Model for Consumer Internet of Things

inferredcites →https://doi.org/10.1109/tce.2024.3435860openalex-snapshot

Quantum Secure Disease Surveillance Through Private Set Intersection

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Ensuring Zero Trust IoT Data Privacy: Differential Privacy in Blockchain Using Federated Learning

inferredcites →https://doi.org/10.1109/tce.2024.3479078openalex-snapshot

Swarm Learning Empowered Federated Deep Learning for Seamless Smartphone-Based Activity Recognition

inferredcites →https://doi.org/10.1109/tcss.2023.3330738openalex-snapshot

Explainable AI for Human-Centric Ethical IoT Systems

inferredcites →https://doi.org/10.1109/tdsc.2015.2406699openalex-snapshot

Privacy Protection for Wireless Medical Sensor Data

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inferredcites →https://doi.org/10.1109/tdsc.2022.3204720openalex-snapshot

A Privacy-Preserving Architecture and Data-Sharing Model for Cloud-IoT Applications

inferredcites →https://doi.org/10.1109/tetci.2024.3485723openalex-snapshot

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inferredcites →https://doi.org/10.1109/tifs.2023.3274391openalex-snapshot

Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction

inferredcites →https://doi.org/10.1109/tifs.2025.3526063openalex-snapshot

Panther: Practical Secure Two-Party Neural Network Inference

inferredcites →https://doi.org/10.1109/tii.2019.2948094openalex-snapshot

Differential Privacy-Based Blockchain for Industrial Internet-of-Things

inferredcites →https://doi.org/10.1109/tii.2019.2957404openalex-snapshot

A Low-Overhead, Confidentiality-Assured, and Authenticated Data Acquisition Framework for IoT

inferredcites →https://doi.org/10.1109/tii.2020.3045038openalex-snapshot

Blockchain Empowered Differentially Private and Auditable Data Publishing in Industrial IoT

inferredcites →https://doi.org/10.1109/tii.2021.3073925openalex-snapshot

Privacy Threat and Defense for Federated Learning With Non-i.i.d. Data in AIoT

inferredcites →https://doi.org/10.1109/tii.2021.3085960openalex-snapshot

Blockchain-Enabled Federated Learning Data Protection Aggregation Scheme With Differential Privacy and Homomorphic Encryption in IIoT

inferredcites →https://doi.org/10.1109/tii.2021.3098010openalex-snapshot

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inferredcites →https://doi.org/10.1109/tii.2021.3133625openalex-snapshot

On the Private Data Synthesis Through Deep Generative Models for Data Scarcity of Industrial Internet of Things

inferredcites →https://doi.org/10.1109/tii.2022.3177630openalex-snapshot

Blockchain-Enabled Multiparty Computation for Privacy Preserving and Public Audit in Industrial IoT

inferredcites →https://doi.org/10.1109/tii.2022.3179536openalex-snapshot

Instant_Anonymity: A Lightweight Semantic Privacy Guarantee for 5G-Enabled IIoT

inferredcites →https://doi.org/10.1109/tii.2023.3331726openalex-snapshot

FL2DP: Privacy-Preserving Federated Learning Via Differential Privacy for Artificial IoT

inferredcites →https://doi.org/10.1109/tii.2024.3414443openalex-snapshot

High-Availability Authentication and Key Agreement for Internet of Things-Based Devices in Industry 5.0

inferredcites →https://doi.org/10.1109/tmc.2024.3398202openalex-snapshot

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inferredcites →https://doi.org/10.1109/tmc.2025.3530529openalex-snapshot

Feature-Based Machine Unlearning for Vertical Federated Learning in IoT Networks

inferredcites →https://doi.org/10.1109/tmlcn.2024.3393892openalex-snapshot

Federated Analytics With Data Augmentation in Domain Generalization Toward Future Networks

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What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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SecureCloudFin: A Federated AI Framework for Privacy-Preserving Data Processing in Cloud-Based Financial Systems

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inferred← citeshttps://doi.org/10.1109/icsft66733.2026.11506847openalex-snapshot

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inferred← citeshttps://doi.org/10.13005/bpj/3499openalex-snapshot

Wearable IoT-Based Health Monitoring for Early Disease Prediction

inferred← citeshttps://doi.org/10.21203/rs.3.rs-9453234/v1openalex-snapshot

Machine Unlearning-Enabled Cyber-Resilient AIoT Framework for Privacy-Preserving and Adaptive Smart Pharmaceutics in Personalized Drug Delivery Systems

inferred← citeshttps://doi.org/10.3390/chips5030028openalex-snapshot

A Privacy-Preserving TinyML-Driven IoT Edge Architecture for Low-Latency Smart Sensing and Autonomous AI-Based Control

inferred← citeshttps://doi.org/10.3390/electronics14244787openalex-snapshot

Towards a Unified Digital Ecosystem: The Role of Platform Technology Convergence

inferred← citeshttps://doi.org/10.3390/electronics15020399openalex-snapshot

Privacy-Preserving Protocols in Smart Cities and Industrial IoT: Challenges, Trends, and Future Directions

inferred← citeshttps://doi.org/10.5757/asct.2026.35.1.1openalex-snapshot

On-Device Artificial Intelligence for Image Analysis in Resource-Limited Settings: A Review

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.