Privacy in Internet of Things: From Principles to Technologies

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The Algorithmic Foundations of Differential Privacy

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Ciphertext-Policy Attribute-Based Encryption

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Fuzzy Identity-Based Encryption

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Tor: The Second-Generation Onion Router

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11. The Right to Privacy

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The Algorithmic Foundations of Differential Privacy

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Differential Privacy: A Survey of Results

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t-Closeness: Privacy Beyond k-Anonymity and l-Diversity

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PRESENT: An Ultra-Lightweight Block Cipher

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L-diversity: privacy beyond k-anonymity

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Integration of Cloud computing and Internet of Things: A survey

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Privacy-preserving data publishing: A survey of recent developments

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Internet of Things – New security and privacy challenges

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A Taxonomy of Privacy

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Mechanism Design via Differential Privacy

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Towards Sharp Inapproximability For Any 2-CSP

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

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Advanced Encryption Standard (AES)

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Decentralizing Attribute-Based Encryption

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Privacy and Freedom

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Middleware for Internet of Things: A Survey

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The General Data Protection Regulation

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Sensing as a service model for smart cities supported by Internet of Things

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Health Insurance Portability and Accountability Act

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Searchable symmetric encryption: Improved definitions and efficient constructions

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Future internet: The Internet of Things

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On the complexity of optimal K-anonymity

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Towards Sensor Database Systems

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Hippocratic Databases

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Privacy by Design - Principles of Privacy-Aware Ubiquitous Systems

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IoT Middleware: A Survey on Issues and Enabling technologies

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Personalized privacy preservation

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Privacy in Pharmacogenetics: An End-to-End Case Study of Personalized Warfarin Dosing.

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Datagram Transport Layer Security Version 1.2

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Privacy in the Internet of Things: threats and challenges

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On k -anonymity and the curse of dimensionality

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Differential privacy under continual observation

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The Laplace Distribution and Generalizations: A Revisit with Applications to Communications, Economics, Engineering, and Finance

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The PHOTON Family of Lightweight Hash Functions

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Privacy by Design — Principles of Privacy-Aware Ubiquitous Systems

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RFID technology and its applications in Internet of Things (IoT)

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Differentially private aggregation of distributed time-series with transformation and encryption

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Hierarchical attribute-based encryption for fine-grained access control in cloud storage services

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Simple Demographics Often Identify People Uniquely

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IrisNet: An architecture for a worldwide sensor web

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Engineering Privacy

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KLEIN: A New Family of Lightweight Block Ciphers

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I Have a DREAM! (DiffeRentially privatE smArt Metering)

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Private and Continual Release of Statistics

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spongent: A Lightweight Hash Function

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Report on lightweight cryptography

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A lightweight attribute-based encryption scheme for the Internet of Things

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Impala

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Security and Privacy Issues with Health Care Information Technology

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Privacy Design Strategies

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OpenIoT: Open Source Internet-of-Things in the Cloud

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Privacy and Data Protection by Design - from policy to engineeringPreprint

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General Data Protection Regulation

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Internet of things: Survey on security

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Role Of Middleware For Internet Of Things: A Study

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The Grain Family of Stream Ciphers

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Trivium

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The Evolution of RFID Security

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Conservative or liberal? Personalized differential privacy

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IETF Standardization in the Field of the Internet of Things (IoT): A Survey

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A Review on Malware Analysis for IoT and Android System

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A Dynamic Intelligent Policies Analysis Mechanism for Personal Data Processing in the IoT Ecosystem

Demertzis, K., Rantos, K., & Drosatos, G. (2020) · Big Data and Cognitive Computing · doi:10.3390/bdcc4020009 · Cited by 12 · see citing works

Designing secure blockchain-based authentication and key management mechanism for Internet of Drones applications

Wazid, M., Mittal, S., Das, A. K., Islam, S. H., Alenazi, M. J. F., & Vasilakos, A. V. (2025) · Journal of Systems Architecture · doi:10.1016/j.sysarc.2025.103365 · Cited by 11 · see citing works

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

Majeed, A., Patni, S., & Hwang, S. O. (2025) · Electronics · doi:10.3390/electronics14112106 · Cited by 11 · see citing works

A novel clustering algorithm for time-series data based on precise correlation coefficient matching in the IoT

Li, H., & Tong, J. (2019) · Mathematical Biosciences & Engineering · doi:10.3934/mbe.2019331 · Cited by 11 · see citing works

Privacy Preserving Trajectory Data Publishing with Personalized Differential Privacy

Wen, R., Cheng, W., Huang, H., Miao, W., & Wang, C. (2020) · IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA) · doi:10.1109/ispa-bdcloud-socialcom-sustaincom51426.2020.00065 · Cited by 11 · see citing works

Role-based federated learning exploiting IPFS for privacy enhancement in IoT environment

Kim, H., Heo, G., & Doh, I. (2025) · Computer Networks · doi:10.1016/j.comnet.2025.111200 · Cited by 10 · see citing works

Enhancing privacy protections in national identification systems: an examination of stakeholders’ knowledge, attitudes, and practices of privacy by design

Abomhara, M., Nweke, L. O., Yayilgan, S. Y., Comparin, D., Teyras, K., & de Labriolle, S. (2024) · International Journal of Information Security · doi:10.1007/s10207-024-00905-0 · Cited by 9 · see citing works

Few-Shot Class-Incremental Learning With Non-IID Decentralized Data

Liu, C., Xu, S., Qiu, H., Zhang, J., Liu, Z., & Zhao, L. (2025) · IEEE Internet of Things Journal · doi:10.1109/jiot.2025.3605647 · Cited by 9 · see citing works

Design of SW Framework for Trustworthy AI-Data Commons

Lim, S., Suh, Y., Park, D., Woo, S., & Park, C. (2020) · International Conference on Information and Communication Technology Convergence (ICTC) · doi:10.1109/ictc49870.2020.9289370 · Cited by 9 · see citing works

On Convergence Probability of Direct Acyclic Graph-Based Ledgers in Forking Blockchain Systems

Xie, Z., Dang, S., & Zhang, Z. (2022) · IEEE Systems Journal · doi:10.1109/jsyst.2022.3201777 · Cited by 9 · see citing works

An Efficient IoT System Respecting the GDPR

Metallidou, C., Psannis, K. E., & Alexandropoulou-Egyptiadou, E. (2020) · World Symposium on Communication Engineering (WSCE) · doi:10.1109/wsce51339.2020.9275573 · Cited by 9 · see citing works

Lattice-Based Semantic-Aware Searchable Encryption for Internet of Things

Hou, Y., Yao, W., Li, X., Xia, Y., & Wang, M. (2024) · IEEE Internet of Things Journal · doi:10.1109/jiot.2024.3400816 · Cited by 8 · see citing works

Novel authentication framework for securing communication in internet-of-things

Patil, S. S., & Biradar, A. (2020) · International Journal of Electrical and Computer Engineering (IJECE) · doi:10.11591/ijece.v10i1.pp1092-1100 · Cited by 8 · see citing works

Reference Architectures for Security-by-Design IoT: Comparative Study

Vallois, V., Guenane, F. A., & Mehaoua, A. (2019) · International Conference on Mobile and Secure Services (MobiSecServ) · doi:10.1109/mobisecserv.2019.8686650 · Cited by 8 · see citing works

Design and Implementation of a Mobile-Controlled IoT Smart Pet Feeder for Busy Pet Owners

Zainuddin, A. A., Mahazir, M. N. B., Adanan, M. A. A., Tamrin, M. I. M., Zulkfli, M. A. H., & Samsudin, M. H. A. (2024) · Malaysian Journal of Science and Advanced Technology · doi:10.56532/mjsat.v4i4.383 · Cited by 7 · see citing works

A Novel User Behavior Modeling Scheme for Edge Devices with Dynamic Privacy Budget Allocation

Zhang, H., Huang, H., & Peng, C. (2025) · Electronics · doi:10.3390/electronics14050954 · Cited by 7 · see citing works

Privacy Concerns In IoT A Deeper Insight into Privacy Concerns in IoT Based Healthcare

Alshohoumi, F., & Sarrab, M. (2020) · International Journal of Computing and Digital Systems · doi:10.12785/ijcds/090306 · Cited by 7 · see citing works

A review of traditional, lightweight and ultra-lightweight cryptography techniques for IoT security environment

Saba, S. J., Al-Nuaimi, B. T., & Suhail, R. A. (2023) · AIP conference proceedings · doi:10.1063/5.0103349 · Cited by 7 · see citing works

A Review of Network Evolution towards a Smart Connected World

Haring, O., Azumah, S. W., & Elsayed, N. (2021) · International Journal of Computer Applications · doi:10.5120/ijca2021921311 · Cited by 7 · see citing works

Permissioned Healthcare Blockchain System for Securing the EHRs with Privacy Preservation

Rao, K. R., & Naganjaneyulu, S. (2021) · Ingénierie des systèmes d information · doi:10.18280/isi.260407 · Cited by 7 · see citing works

Blockchain-Integrated Internet-of-Things Architecture in Privacy Preserving for Large-Scale Healthcare Supply Chain Data

Pal, K. (2021) · Advances in computer and electrical engineering book series · doi:10.4018/978-1-7998-8382-1.ch006 · Cited by 7 · see citing works

Exploiting the Block Space Adjustment Strategy for Gradable Color Thumbnail-Preserving Encryption in Industrial IoT

Zhang, Y., An, D., Hao, D., Zhao, R., & Zhang, Y. (2025) · IEEE Internet of Things Journal · doi:10.1109/jiot.2025.3571286 · Cited by 6 · see citing works

Privacy Design Strategies and the GDPR: A Systematic Literature Review

Saltarella, M., Desolda, G., & Lanzilotti, R. (2021) · Lecture notes in computer science · doi:10.1007/978-3-030-77392-2_16 · Cited by 6 · see citing works

A LoRa-based Energy-efficient Sensing System for Urban Data Collection

Schulthess, L., Salzmann, T., Vogt, C., & Magno, M. (2023) · International Workshop on Advances in Sensors and Interfaces (IWASI) · doi:10.1109/iwasi58316.2023.10164426 · Cited by 6 · see citing works

Enhancing Privacy Preservation in Speech Data Publishing

Zhang, G., Ni, S., & Zhao, P. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.2983228 · Cited by 6 · see citing works

What are your privacy risks? Privacy risk assessment based on privacy policies analysis

Novikova, E. S., Doynikova, E. V., & Kotenko, I. V. (2025) · Expert Systems with Applications · doi:10.1016/j.eswa.2025.127270 · Cited by 5 · see citing works

Enabling privacy by anonymization in the collection of similar data in multi-domain IoT

Neto, R. C. J., Mérindol, P., & Théoleyre, F. (2023) · Computer Communications · doi:10.1016/j.comcom.2023.02.022 · Cited by 5 · see citing works

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

Li, D., Huang, X., Huang, W., Gao, F., & Yan, S. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3038928 · Cited by 5 · see citing works

On State Transition Probability and Performance of Direct Acyclic Graph Based Ledgers

Xie, Z., Dang, S., & Zhang, Z. (2023) · IEEE Transactions on Mobile Computing · doi:10.1109/tmc.2023.3265259 · Cited by 5 · see citing works

Security Solutions for the Internet of Things Using Machine Learning and Deep Learning: Current Trends and Future Directions

Sharma, H., Kumar, P., & Sharma, K. (2026) · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · doi:10.1002/widm.70059 · Cited by 5 · see citing works

Performance Analysis of Direct Acyclic Graph-Based Ledgers in Low-to-High Load Regime

Wei, Q., Dang, S., Ge, Z., Li, X., & Zhang, Z. (2025) · IEEE Transactions on Mobile Computing · doi:10.1109/tmc.2025.3586668 · Cited by 4 · see citing works

Open Challenges in Internet of Things Security

Selamat, A., & Iqal, Z. M. (2020) · Journal of Physics Conference Series · doi:10.1088/1742-6596/1447/1/012054 · Cited by 4 · see citing works

DATA PRIVACY IN THE AGE OF BIG DATA ANALYTICS

(2021) · Issues in Information Systems · doi:10.48009/2_iis_2021_185-195 · Cited by 4 · see citing works

Issues and Solution Techniques for IoT Security and Privacy - A Survey

Sripriyanka, G., & Mahendran, A. (2022) · International Journal of Computing and Digital Systems · doi:10.12785/ijcds/120175 · Cited by 5 · see citing works

Privacy and Trust in IoT Ecosystems with Big Data: A Survey of Perspectives and Challenges

Nguyen, T. M., & Vu, X.-S. (2023) · IEEE International Conference on Big Data Computing Service and Applications (BigDataService) · doi:10.1109/bigdataservice58306.2023.00045 · Cited by 4 · see citing works

Energy Efficiency of Kernel and User Space Level VPN Solutions in AIoT Networks

Jevremović, A., Kostić, Z., Chorbev, I., Peraković, D., Shalaginov, A., & Cvitić, I. (2024) · IEEE Open Journal of the Computer Society · doi:10.1109/ojcs.2024.3522566 · Cited by 4 · see citing works

On the Design of a Privacy-Centered Data Lifecycle for Smart Living Spaces

Bugeja, J., & Jacobsson, A. (2020) · IFIP advances in information and communication technology · doi:10.1007/978-3-030-42504-3_9 · Cited by 4 · see citing works

A Systematic Review of Personal Information Sharing in Smart Cities: Risks, Impacts, and Controls

Alabsi, M. I., & Gill, A. Q. (2024) · Journal of the Knowledge Economy · doi:10.1007/s13132-024-02126-1 · Cited by 3 · see citing works

Privacy-Enhancing Technologies in Collaborative Healthcare Analysis

Alnasser, M., & Li, S. (2025) · Cryptography · doi:10.3390/cryptography9020024 · Cited by 3 · see citing works

Supporting the Integration of Privacy-Enhancing Technologies into the Software Development Life Cycle

Klymenko, A., Meisenbacher, S., Favaro, L., & Matthes, F. (2025) · SN Computer Science · doi:10.1007/s42979-025-04127-6 · Cited by 3 · see citing works

A Privacy-Centered System Model for Smart Connected Homes

Bugeja, J., Jacobsson, A., & Davidsson, P. (2020) · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · doi:10.1109/percomworkshops48775.2020.9156246 · Cited by 3 · see citing works

Secular: A Decentralized Blockchain-based Data Privacy-preserving Model Training Platform

Ghamry, M. E., Halim, I. T. A., & Bahaa-Eldin, A. M. (2021) · International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) · doi:10.1109/miucc52538.2021.9447654 · Cited by 3 · see citing works

Metadata Modeling and Operation Flow of Problem Solving Ecosystem for ECG Data Engineering and Arrhythmia Diagnosis

Woo, S., Suh, Y., Zubair, M., Eom, B., Park, D.-H., Lim, S., & Park, C. (2021) · International Conference on Information and Communication Technology Convergence (ICTC) · doi:10.1109/ictc52510.2021.9620796 · Cited by 3 · see citing works

Blockchain With the Internet of Things

Pal, K. (2022) · IGI Global eBooks · doi:10.4018/978-1-6684-7132-6.ch029 · Cited by 3 · see citing works

Privacy Preserving Image Retrieval Using Multi-Key Random Projection Encryption and Machine Learning Decryption

Ibrahim, A. M., Farouk, M., & Fakhr, M. W. (2024) · Journal of Advanced Research in Applied Sciences and Engineering Technology · doi:10.37934/araset.42.2.155174 · Cited by 2 · see citing works

Leveraging Iot For Sustainable Development In Sub-Saharan Africa: Opportunities And Barriers

Ogedengbe, T. S., Afolalu, S. A., Adeyi, T. A., Olawale, O. C., Balogun, O. A., Adeleke, A. A., & Olomola, O. J. (2024) · IEEE Nigeria International Conference on Disruptive Technologies for Sustainable Development (NIGERCON) · doi:10.1109/nigercon62786.2024.10927109 · Cited by 2 · see citing works

Privacy Enhancing Technologies in the Internet of Things: Perspectives and Challenges

Cha, S.-C., Hsu, T.-Y., Xiang, Y., & Yeh, K. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2878658 · Cited by 105 · see citing works

Privacy Laws and Privacy by Design Schemes for the Internet of Things

Aljeraisy, A., Barati, M., RANA, O. F., & Perera, C. (2021) · ACM Computing Surveys · doi:10.1145/3450965 · Cited by 92 · see citing works

O Desafio da Privacidade na Internet das Coisas The challenge of privacy on the Internet of things

Santos, C. C., & Sales, J. D. D. A. (2015) · Gestão org · Cited by 1 · see citing works

Privacy preserving Internet of Things: From privacy techniques to a blueprint architecture and efficient implementation

Jayaraman, P. P., Yang, X., Yavari, A., Georgakopoulos, D., & Yi, X. (2017) · Future Generation Computer Systems · doi:10.1016/j.future.2017.03.001 · Cited by 135 · see citing works

The Internet of Things and Personal Privacy Protection

Zhang, J., & Ye, L. (2010) · International Conference of Logistics Engineering and Management (ICLEM) 2010American Society of Civil Engineers · doi:10.1061/41139(387)405 · Cited by 2 · see citing works