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

k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY

SWEENEY, L. (2002) · International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems · doi:10.1142/s0218488502001648 · Cited by 8,571 · see citing works

Membership Inference Attacks Against Machine Learning Models

Shokri, R., Stronati, M., Song, C., & Shmatikov, V. (2017) · 2017 IEEE Symposium on Security and Privacy (SP) · doi:10.1109/sp.2017.41 · Cited by 4,754 · see citing works

<i>L</i> -diversity: Privacy beyond <i>k</i> -anonymity

Machanavajjhala, A., Kifer, D., Gehrke, J., & Venkitasubramaniam, M. (2007) · ACM Transactions on Knowledge Discovery from Data · doi:10.1145/1217299.1217302 · Cited by 3,617 · see citing works

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

Li, N., Li, T., & Venkatasubramanian, S. (2007) · 2007 IEEE 23rd International Conference on Data Engineering · doi:10.1109/icde.2007.367856 · Cited by 3,451 · see citing works

Systematic Mapping Studies in Software Engineering

Petersen, K., Feldt, R., Mujtaba, S., & Mattsson, M. (2008) · Electronic Workshops in Computing · doi:10.14236/ewic/ease2008.8 · Cited by 3,239 · cited 3× · see citing works

Lessons from Applying the Systematic Literature Review Process within the Software Engineering Domain

Brereton, P., Kitchenham, B. A., Budgen, D., Turner, M., & Khalil, M. (2007) · Journal of Systems and Software · doi:10.1016/j.jss.2006.07.009 · Cited by 2,394 · see citing works

ACHIEVING k-ANONYMITY PRIVACY PROTECTION USING GENERALIZATION AND SUPPRESSION

Sweeney, L. (2002) · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · doi:10.1142/s021848850200165x · Cited by 1,991 · see citing works

A systematic review of systematic review process research in software engineering

Kitchenham, B., & Brereton, P. (2013) · Information and Software Technology · doi:10.1016/j.infsof.2013.07.010 · Cited by 1,094 · see citing works

Requirements engineering paper classification and evaluation criteria: a proposal and a discussion

Wieringa, R., Maiden, N., Mead, N., & Rolland, C. (2006) · Requirements Engineering · doi:10.1007/s00766-005-0021-6 · Cited by 940 · see citing works

A Survey on the Internet of Things Security

Zhao, K., & Ge, L. (2013) · International Conference on Computational Intelligence and Security (CIS) · doi:10.1109/cis.2013.145 · Cited by 712 · see citing works

A survey of controlled experiments in software engineering

Sjoeberg, D. I. K., Hannay, J. E., Hansen, O., Kampenes, V. B., Karahasanović, A., Liborg, N.-K., & Rekdal, A. C. (2005) · IEEE Transactions on Software Engineering · doi:10.1109/tse.2005.97 · Cited by 684 · see citing works

The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks

Carlini, N., Liu, C., Erlingsson, Ú., Kos, J., & Song, D. (2018) · arXiv · doi:10.48550/arxiv.1802.08232 · Cited by 629 · see citing works

Privacy in the Internet of Things: threats and challenges

Ziegeldorf, J. H., Morchon, O. G., & Wehrle, K. (2013) · Security and Communication Networks · doi:10.1002/sec.795 · Cited by 625 · see citing works

Differential Privacy Techniques for Cyber Physical Systems: A Survey

Hassan, M. U., Rehmani, M. H., & Chen, J. (2020) · IEEE Communications Surveys &amp; Tutorials · doi:10.1109/comst.2019.2944748 · Cited by 564 · see citing works

Inference Attacks on Property-Preserving Encrypted Databases

Naveed, M., Kamara, S., & Wright, C. V. (2015) · ACM SIGSAC Conference on Computer and Communications Security (CCS) · doi:10.1145/2810103.2813651 · Cited by 511 · see citing works

Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data

Papernot, N., Abadi, M., Erlingsson, Ú., Goodfellow, I., & Talwar, K. (2016) · arXiv · doi:10.48550/arxiv.1610.05755 · Cited by 492 · see citing works

A Deep Blockchain Framework-Enabled Collaborative Intrusion Detection for Protecting IoT and Cloud Networks

Alkadi, O., Moustafa, N., Turnbull, B., & Choo, K. R. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.2996590 · Cited by 480 · see citing works

An Identity-Based Security System for User Privacy in Vehicular Ad Hoc Networks

Sun, J., Zhang, C., Zhang, Y., & Fang, Y. M. (2010) · IEEE Transactions on Parallel and Distributed Systems · doi:10.1109/tpds.2010.14 · Cited by 364 · see citing works

Privacy-preserving smart IoT-based healthcare big data storage and self-adaptive access control system

Yang, Y., Zheng, X., Guo, W., Liu, X., & Chang, V. I. C. (2018) · Information Sciences · doi:10.1016/j.ins.2018.02.005 · Cited by 364 · see citing works

PPSF: a privacy-preserving and secure framework using blockchain-based machine-learning for IoT-driven smart cities

Kumar, P., Kumar, R., Srivastava, G., Gupta, G. P., Tripathi, R., Gadekallu, T. R., & Xiong, N. N. (2021) · IEEE Transactions on Network Science and Engineering · doi:10.1109/tnse.2021.3089435 · Cited by 360 · see citing works

Semi-homomorphic Encryption and Multiparty Computation

Bendlin, R., Damgård, I., Orlandi, C., & Zakarias, S. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-20465-4_11 · Cited by 356 · see citing works

Using Mapping Studies in Software Engineering.

Budgen, D., Turner, M., Pearl Brereton, A., & Kitchenham, B. A. (2008) · Cited by 290 · see citing works

A Blockchain Based Privacy-Preserving Incentive Mechanism in Crowdsensing Applications

Wang, J.-Z., Li, M., He, Y., Li, H., Xiao, K., & Wang, C. (2018) · IEEE Access · doi:10.1109/access.2018.2805837 · Cited by 282 · see citing works

Spying on the Smart Home: Privacy Attacks and Defenses on Encrypted IoT TrafficPreprint

Apthorpe, N., Reisman, D., Sundaresan, S., Narayanan, A., & Feamster, N. (2017) · arXiv (Cornell University) · doi:10.48550/arxiv.1708.05044 · Cited by 241 · see citing works

Efficient Certificateless Aggregate Signature With Conditional Privacy Preservation in IoV

Mei, Q., Xiong, H., Chen, J., Yang, M., Kumari, S., & Khan, M. K. (2020) · IEEE Systems Journal · doi:10.1109/jsyst.2020.2966526 · Cited by 222 · see citing works

Privacy-preserving authentication scheme with full aggregation in VANET

Zhong, H., Han, S., Cui, J., Zhang, J., & Xu, Y. (2018) · Information Sciences · doi:10.1016/j.ins.2018.10.021 · Cited by 218 · see citing works

Privacy-preserving blockchain based IoT ecosystem using attribute-based encryption

Rahulamathavan, Y., Phan, R. C.-W., Rajarajan, M., Misra, S., & Kondoz, A. (2017) · 2017 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS) · doi:10.1109/ants.2017.8384164 · Cited by 211 · see citing works

TP2SF: A Trustworthy Privacy-Preserving Secured Framework for sustainable smart cities by leveraging blockchain and machine learning

Kumar, P., Gupta, G. P., & Tripathi, R. (2020) · Journal of Systems Architecture · doi:10.1016/j.sysarc.2020.101954 · Cited by 210 · see citing works

Smart and Practical Privacy-Preserving Data Aggregation for Fog-Based Smart Grids

Zhao, S., Li, F., Li, H., Lu, R., Ren, S., Bao, H., Lin, J.-H., & Han, S. (2020) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2020.3014487 · Cited by 195 · see citing works

A privacy-preserving cryptosystem for IoT E-healthcare

Hamza, R., Yan, Z., Muhammad, K., Bellavista, P., & Titouna, F. (2019) · Information Sciences · doi:10.1016/j.ins.2019.01.070 · Cited by 191 · see citing works

On the Design of Conditional Privacy Preserving Batch Verification-Based Authentication Scheme for Internet of Vehicles Deployment

Sutrala, A. K., Bagga, P., Das, A. K., Kumar, N., Rodrigues, J. J. P. C., & Lorenz, P. (2020) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2020.2981934 · Cited by 186 · see citing works

Privacy-preserving fingercode authentication

Barni, M., Bianchi, T., Catalano, D., Raimondo, M. D., Labati, R. D., Failla, P., Fiore, D., Lazzeretti, R., Piuri, V., Scotti, F., et al. (2010) · ACM workshop on Multimedia and security · doi:10.1145/1854229.1854270 · Cited by 179 · see citing works

Towards design and implementation of security and privacy framework for Internet of Medical Things (IoMT) by leveraging blockchain and IPFS technology

Kumar, R., & Tripathi, R. (2021) · The Journal of Supercomputing · doi:10.1007/s11227-020-03570-x · Cited by 177 · see citing works

Decentralized IoT Data Management Using BlockChain and Trusted Execution Environment

Ayoade, G., Karande, V., Khan, L. R., & Hamlen, K. W. (2018) · IEEE International Conference on Information Reuse and Integration (IRI) · doi:10.1109/iri.2018.00011 · Cited by 175 · see citing works

A Traceable Blockchain-Based Access Authentication System With Privacy Preservation in VANETs

Zheng, D., Jing, C., Guo, R., Gao, S., & Wang, L. (2019) · IEEE Access · doi:10.1109/access.2019.2936575 · Cited by 173 · see citing works

An Efficient and Provably Secure ECC-Based Conditional Privacy-Preserving Authentication for Vehicle-to-Vehicle Communication in VANETs

Ali, I., Chen, Y., Ullah, N., Kumar, R., & Wen, H. (2021) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2021.3050399 · Cited by 173 · see citing works

Blockchain-assisted secured data management framework for health information analysis based on Internet of Medical Things

Abbas, A., Alroobaea, R., Krichen, M., Rubaiee, S., Vimal, S., & Almansour, F. M. (2021) · Personal and Ubiquitous Computing · doi:10.1007/s00779-021-01583-8 · Cited by 172 · see citing works

Distributed Privacy-Preserving Collaborative Intrusion Detection Systems for VANETs

Zhang, T., & Zhu, Q. (2018) · IEEE Transactions on Signal and Information Processing over Networks · doi:10.1109/tsipn.2018.2801622 · Cited by 168 · see citing works

A Decoupled Blockchain Approach for Edge-Envisioned IoT-Based Healthcare Monitoring

Aujla, G. S., & Jindal, A. (2020) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2020.3020655 · Cited by 167 · see citing works

PHOABE: Securely outsourcing multi-authority attribute based encryption with policy hidden for cloud assisted IoT

Belguith, S., Kaaniche, N., Laurent, M., Jemai, A., & Attia, R. (2018) · Computer Networks · doi:10.1016/j.comnet.2018.01.036 · Cited by 162 · see citing works

Efficient location privacy algorithm for Internet of Things (IoT) services and applications

Sun, G., Chang, V., Ramachandran, M., Sun, Z., Li, G., Yu, H., & Liao, D. (2017) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2016.10.011 · Cited by 159 · see citing works

A blockchain-based smart home gateway architecture for preventing data forgery

Lee, Y., Rathore, S., Park, J. H., & Park, J. H. (2020) · Human-centric Computing and Information Sciences · doi:10.1186/s13673-020-0214-5 · Cited by 154 · see citing works

A lightweight remote user authentication scheme for IoT communication using elliptic curve cryptography

Sadhukhan, D., Ray, S., Biswas, G. P., Khan, M. K., & Dasgupta, M. (2020) · The Journal of Supercomputing · doi:10.1007/s11227-020-03318-7 · Cited by 151 · see citing works

Privacy preservation for V2G networks in smart grid: A survey

Han, W., & Xiao, Y. (2016) · Computer Communications · doi:10.1016/j.comcom.2016.06.006 · Cited by 150 · see citing works

An efficient conditional privacy-preserving authentication scheme for Vehicle-To-Infrastructure communication in VANETs

Ali, I., & Li, F. (2019) · Vehicular Communications · doi:10.1016/j.vehcom.2019.100228 · Cited by 148 · see citing works

Preserving privacy in internet of things: a survey

Sen, A. A. A., Eassa, F. E., Jambi, K. M., & Yamin, M. (2018) · International Journal of Information Technology · doi:10.1007/s41870-018-0113-4 · Cited by 143 · see citing works

EFFECT: an efficient flexible privacy-preserving data aggregation scheme with authentication in smart grid

Guan, Z., Zhang, Y., Zhu, L., Wu, L., & Yu, S. (2019) · Science China Information Sciences · doi:10.1007/s11432-018-9451-y · Cited by 138 · 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

Achieving efficient and Privacy-preserving energy trading based on blockchain and ABE in smart grid

Guan, Z., Lu, X. Y., Yang, W., Wu, L., Wang, N., & Zhang, Z. (2020) · Journal of Parallel and Distributed Computing · doi:10.1016/j.jpdc.2020.08.012 · Cited by 130 · see citing works

Security Challenges and Opportunities for Smart Contracts in Internet of Things: A Survey

Peng, K., Li, M., Huang, H., Wang, C., Wan, S., & Choo, K.-K. R. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3074544 · Cited by 130 · see citing works

Towards Privacy Preserving IoT Environments: A Survey

Seliem, M., Elgazzar, K., & Khalil, K. (2018) · Wireless Communications and Mobile Computing · doi:10.1155/2018/1032761 · Cited by 127 · see citing works

An enhanced security framework for home appliances in smart home

Kang, W. M., Moon, S. Y., & Park, J. H. (2017) · Human-centric Computing and Information Sciences · doi:10.1186/s13673-017-0087-4 · Cited by 126 · see citing works

A secure cloud framework to share EHRs using modified CP-ABE and the attribute bloom filter

Ramu, G. (2018) · Education and Information Technologies · doi:10.1007/s10639-018-9713-7 · Cited by 126 · see citing works

Preserving Balance Between Privacy and Data Integrity in Edge-Assisted Internet of Things

Wang, T., Bhuiyan, M. Z. A., Wang, G., Qi, L., Wu, J., & Hayajneh, T. S. (2019) · IEEE Internet of Things Journal · doi:10.1109/jiot.2019.2951687 · Cited by 126 · see citing works

Efficient privacy-preserving authentication framework for edge-assisted Internet of Drones

Tian, Y., Yuan, J., & Song, H. H. (2019) · Journal of Information Security and Applications · doi:10.1016/j.jisa.2019.06.010 · Cited by 124 · see citing works

Multi-tier Blockchain Framework for IoT-EHRs Systems

Badr, S., Gomaa, I., & Abd-Elrahman, E. (2018) · Procedia Computer Science · doi:10.1016/j.procs.2018.10.162 · Cited by 124 · see citing works

Privacy-preserving fusion of IoT and big data for e-health

Yang, Y., Zheng, X., Guo, W., Liu, X., & Chang, V. I. C. (2018) · Future Generation Computer Systems · doi:10.1016/j.future.2018.01.003 · Cited by 123 · see citing works

Privacy-Preserving Tensor Decomposition Over Encrypted Data in a Federated Cloud Environment

Feng, J., Yang, L. T., Zhu, Q., & Choo, K. R. (2018) · IEEE Transactions on Dependable and Secure Computing · doi:10.1109/tdsc.2018.2881452 · Cited by 123 · see citing works

Federated learning for drone authentication

Yazdinejad, A., Parizi, R. M., Dehghantanha, A., & Karimipour, H. (2021) · Ad Hoc Networks · doi:10.1016/j.adhoc.2021.102574 · Cited by 122 · see citing works

Blockchain-Based Digital Forensics Investigation Framework in the Internet of Things and Social Systems

Li, S., Qin, T., & Min, G. (2019) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2019.2927431 · Cited by 118 · see citing works

Recent advances in consensus protocols for blockchain: a survey

Wan, S., Li, M., Liu, G., & Wang, C. (2019) · Wireless Networks · doi:10.1007/s11276-019-02195-0 · Cited by 118 · see citing works

Integration of federated machine learning and blockchain for the provision of secure big data analytics for Internet of Things

Ünal, D., Hammoudeh, M. A. A., Khan, M. A., Abuarqoub, A., Epiphaniou, G., & Hamila, R. (2021) · Computers & Security · doi:10.1016/j.cose.2021.102393 · Cited by 116 · see citing works

Privacy Preserving Blockchain Technique to Achieve Secure and Reliable Sharing of IoT Data

Nguyen, B., Lydia, E. L., Elhoseny, M., Pustokhina, I. V., Pustokhin, D. A., Selim, M. M., Nguyen, G. N., & Shankar, K. (2020) · Computers, materials & continua/Computers, materials & continua (Print) · doi:10.32604/cmc.2020.011599 · Cited by 114 · see citing works

Achieving O(log³n) Communication-Efficient Privacy-Preserving Range Query in Fog-Based IoT

Mahdikhani, H., Lu, R., Zheng, Y., Shao, J., & Ghorbani, A. A. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.2977253 · Cited by 112 · see citing works

Privacy-preserving public auditing for secure data storage in fog-to-cloud computing

Tian, H., Nan, F., Chang, C., Huang, Y., Lu, J., & Du, Y. (2018) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2018.12.004 · Cited by 110 · see citing works

Fine-grained data access control with attribute-hiding policy for cloud-based IoT

Hao, J., Huang, C., Ni, J., Rong, H., Xian, M., & Shen, X. (2019) · Computer Networks · doi:10.1016/j.comnet.2019.02.008 · Cited by 110 · see citing works

Computationally efficient privacy preserving authentication and key distribution techniques for vehicular ad hoc networks

Vijayakumar, P., Maria, A., Chang, V. I. C., Deborah, L. J., & Balusamy, B. (2017) · Cluster Computing · doi:10.1007/s10586-017-0848-x · Cited by 109 · see citing works

Efficient and Privacy-Preserving Metering Protocols for Smart Grid Systems

Jo, H. J., Kim, I. S., & Lee, D. H. (2015) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2015.2449278 · Cited by 107 · see citing works

xDBAuth: Blockchain Based Cross Domain Authentication and Authorization Framework for Internet of Things

Ali, G., Ahmad, N., Cao, Y., Khan, S., Cruickshank, H. S., Ali, Q. E., & Ali, A. (2020) · IEEE Access · doi:10.1109/access.2020.2982542 · Cited by 105 · see citing works

Preserving Privacy in the Internet of Connected Vehicles

Ghane, S., Jolfaei, A., Kulik, L., Ramamohanarao, K., & Puthal, D. (2021) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2020.2964410 · Cited by 105 · see citing works

An elliptic curve cryptography based enhanced anonymous authentication protocol for wearable health monitoring systems

Sowjanya, K., Dasgupta, M., & Ray, S. (2019) · International Journal of Information Security · doi:10.1007/s10207-019-00464-9 · Cited by 102 · see citing works

Enhanced DTLS with CoAP-based authentication scheme for the internet of things in healthcare application

Kumar, P. M., & Gandhi, U. D. (2017) · The Journal of Supercomputing · doi:10.1007/s11227-017-2169-5 · Cited by 101 · see citing works

CrowdBLPS: A Blockchain-Based Location-Privacy-Preserving Mobile Crowdsensing System

Zou, S., Xi, J., Wang, H., & Xu, G. (2020) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2019.2957791 · Cited by 100 · see citing works

An Efficient Hybrid Signcryption Scheme With Conditional Privacy-Preservation for Heterogeneous Vehicular Communication in VANETs

Ali, I., Tandoh, L., Omala, A. A., & Li, F. (2020) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2020.3008781 · Cited by 100 · see citing works

Proximity-Based Security Techniques for Mobile Users in Wireless Networks

Xiao, L., Yan, Q., Lou, W., Chen, G., & Hou, Y. T. (2013) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2013.2286269 · Cited by 98 · see citing works

Designing privacy-aware internet of things applications

Perera, C., Barhamgi, M., Bandara, A. K., Ajmal, M., Price, B. A., & Nuseibeh, B. (2019) · Information Sciences · doi:10.1016/j.ins.2019.09.061 · Cited by 98 · see citing works

An Improved IDAF-FIT Clustering Based ASLPP-RR Routing with Secure Data Aggregation in Wireless Sensor Network

Babu, M. V., Alzubi, J. A. A., Sekaran, R., Patan, R., Manikandan, R., & Gupta, D. K. (2020) · Mobile Networks and Applications · doi:10.1007/s11036-020-01664-7 · Cited by 98 · see citing works

Blockchain based privacy preserving multimedia intelligent video surveillance using secure Merkle tree

Lee, D., & Park, N. (2021) · Multimedia Tools and Applications · doi:10.1007/s11042-020-08776-y · Cited by 96 · see citing works

LVPDA: A Lightweight and Verifiable Privacy-Preserving Data Aggregation Scheme for Edge-Enabled IoT

Zhang, J., Zhao, Y., Wu, J., & Chen, B. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.2978286 · Cited by 94 · see citing works

Mobile crowdsensing: A survey on privacy-preservation, task management, assignment models, and incentives mechanisms

Khan, F., Rehman, A. U., Zheng, J., Jan, M. A., & Alam, M. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2019.02.014 · Cited by 93 · see citing works

A new computing environment for collective privacy protection from constrained healthcare devices to IoT cloud services

Elmisery, A. M., Rho, S., & Aborizka, M. A. (2017) · Cluster Computing · doi:10.1007/s10586-017-1298-1 · Cited by 92 · see citing works

Authentication Scheme for Flexible Charging and Discharging of Mobile Vehicles in the V2G Networks

Saxena, N., & Choi, B. J. (2016) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2016.2532840 · Cited by 92 · see citing works

Towards Blockchain-Enabled Security Technique for Industrial Internet of Things Based Decentralized Applications

Sodhro, A. H., Pirbhulal, S., Muzammal, M., & Luo, Z. (2020) · Journal of Grid Computing · doi:10.1007/s10723-020-09527-x · Cited by 90 · see citing works

Establishing and protecting digital identity in federation systems

Abhilasha Bhargav-spantzel, A., Squicciarini, A., & Bertino, E. (2005) · doi:10.1145/1102486.1102489 · Cited by 89 · see citing works

A Resource-Constrained and Privacy-Preserving Edge-Computing-Enabled Clinical Decision System: A Federated Reinforcement Learning Approach

Xue, Z., Zhou, P., Xu, Z., Wang, X., Xie, Y., Ding, X., & Wen, S. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3057653 · Cited by 89 · see citing works

A privacy-conserving framework based intrusion detection method for detecting and recognizing malicious behaviours in cyber-physical power networks

Khan, I. A., Pi, D., Khan, N., Khan, Z. U., Hussain, Y., Nawaz, A., & Ali, F. (2021) · Applied Intelligence · doi:10.1007/s10489-021-02222-8 · Cited by 89 · see citing works

Privacy protection for fog computing and the internet of things data based on blockchain

Liu, Y., Zhang, J., & Zhan, J. (2020) · Cluster Computing · doi:10.1007/s10586-020-03190-3 · Cited by 87 · see citing works

A Precautionary Approach to Big Data Privacy

Narayanan, A., Huey, J., & Felten, E. W. (2016) · Law, governance and technology series · doi:10.1007/978-94-017-7376-8_13 · Cited by 85 · see citing works

Data summarization: a survey

Ahmed, M. (2018) · Knowledge and Information Systems · doi:10.1007/s10115-018-1183-0 · Cited by 85 · see citing works

A privacy-preserving sensory data sharing scheme in Internet of Vehicles

Kong, Q., Lu, R., Ma, M., & Bao, H. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2017.12.003 · Cited by 85 · see citing works

A Hybrid Approach for Efficient Privacy-Preserving Authentication in VANET

Rajput, U., Abbas, F., Eun, H., & Oh, H. (2017) · IEEE Access · doi:10.1109/access.2017.2717999 · Cited by 84 · see citing works

A New Communication-Efficient Privacy-Preserving Range Query Scheme in Fog-Enhanced IoT

Lu, R. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2871204 · Cited by 84 · see citing works

Model Stealing Attacks Against Inductive Graph Neural Networks

Shen, Y. C., He, X., Han, Y., & Zhang, Y. (2022) · IEEE Symposium on Security and Privacy (S&P) · doi:10.1109/sp46214.2022.9833607 · Cited by 83 · see citing works

EPAW: Efficient Privacy Preserving Anonymous Mutual Authentication Scheme for Wireless Body Area Networks (WBANs)

Jegadeesan, S., Maria, A., Babu, N. R., Subramaniam, U., & Almakhles, D. J. (2020) · IEEE Access · doi:10.1109/access.2020.2977968 · Cited by 82 · see citing works

A secure ECC-based RFID mutual authentication protocol for internet of things

Ali, A. A., Kausar, F., Kim, J., & Seo, C. (2016) · The Journal of Supercomputing · doi:10.1007/s11227-016-1861-1 · Cited by 82 · see citing works

Privacy-preserving communication and power injection over vehicle networks and 5G smart grid slice

Zhang, Y., Li, J., Zheng, D., Li, P., & Tian, Y. (2018) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2018.07.017 · Cited by 81 · see citing works

Efficient and privacy preserving access control scheme for fog-enabled IoT

Fan, K., Xu, H., Gao, L., Li, H., & Yang, Y. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2019.04.003 · Cited by 81 · see citing works

Efficient privacy-preserving authentication protocol using PUFs with blockchain smart contracts

Patil, A. S., Hamza, R., Hassan, A., Jiang, N., Yan, H., & Li, J. (2020) · Computers & Security · doi:10.1016/j.cose.2020.101958 · Cited by 81 · see citing works

AI-Enabled Automation for Completeness Checking of Privacy Policies

Amaral, O., Abualhaija, S., Torre, D., Sabetzadeh, M., & Briand, L. (2021) · IEEE Transactions on Software Engineering · doi:10.1109/tse.2021.3124332 · Cited by 81 · see citing works

PrivBioMTAuth: Privacy Preserving Biometrics-Based and User Centric Protocol for User Authentication From Mobile Phones

Gunasinghe, H., & Bertino, E. (2017) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2017.2777787 · Cited by 78 · see citing works

A survey of privacy preserving schemes in IoE enabled Smart Grid Advanced Metering Infrastructure

Desai, S. K., Alhadad, R., Chilamkurti, N., & Mahmood, A. N. (2018) · Cluster Computing · doi:10.1007/s10586-018-2820-9 · Cited by 76 · see citing works

Blockchain-Based Data Storage With Privacy and Authentication in Internet of Things

Goyat, R., Kumar, G., Alazab, M., Conti, M., Rai, M. K., Thomas, R., Saha, R., & Kim, T.-H. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3019074 · Cited by 76 · see citing works

Data integration in IoT ecosystem: Information linkage as a privacy threat

Madaan, N., Ahad, M. A., & Sastry, S. M. (2017) · Computer law & security review · doi:10.1016/j.clsr.2017.06.007 · Cited by 73 · see citing works

A secure ECC-based privacy preserving data aggregation scheme for smart grids

Vahedi, E., Bayat, M., Pakravan, M. R., & Aref, M. R. (2017) · Computer Networks · doi:10.1016/j.comnet.2017.08.025 · Cited by 72 · see citing works

A Large-Scale Concurrent Data Anonymous Batch Verification Scheme for Mobile Healthcare Crowd Sensing

Liu, J., Cao, H., Li, Q., Cai, F., Du, X., & Guizani, M. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2828463 · Cited by 71 · see citing works

A Privacy-Preservation Framework Based on Biometrics Blockchain (BBC) to Prevent Attacks in VANET

Alharthi, A. M., Ni, Q., & Jiang, R. (2021) · IEEE Access · doi:10.1109/access.2021.3086225 · Cited by 68 · see citing works

Privacy-enhanced BPMN: enabling data privacy analysis in business processes models

Pullonen, P., Tom, J., Matulevičius, R., & Toots, A. (2019) · Software & Systems Modeling · doi:10.1007/s10270-019-00718-z · Cited by 66 · see citing works

Towards Large-Scale and Privacy-Preserving Contact Tracing in COVID-19 Pandemic: A Blockchain Perspective

Lv, W., Wu, S., Jiang, C., Cui, Y., Qiu, X., & Zhang, Y. (2020) · IEEE Transactions on Network Science and Engineering · doi:10.1109/tnse.2020.3030925 · Cited by 65 · see citing works

A Secured Privacy-Preserving Multi-Level Blockchain Framework for Cluster Based VANET

Akhter, A. F. M. S., Ahmed, M., Shah, A. F. M. S., Anwar, A., & Zengi̇n, A. (2021) · Sustainability · doi:10.3390/su13010400 · Cited by 65 · see citing works

A Novel and Lightweight System to Secure Wireless Medical Sensor Networks

He, D., Chan, S., & Tang, S. (2013) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2013.2268897 · Cited by 63 · see citing works

Dynamic path privacy protection framework for continuous query service over road networks

Memon, I., & Arain, Q. A. (2016) · World Wide Web · doi:10.1007/s11280-016-0403-3 · Cited by 63 · see citing works

Practical Privacy-Preserving Face Authentication for Smartphones Secure Against Malicious Clients

Im, J.-H., Jeon, S.-Y., & Lee, M. (2020) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2020.2969513 · Cited by 61 · see citing works

An IOT-Oriented Privacy-Preserving Publish/Subscribe Model Over Blockchains

Lv, P., Wang, L., Zhu, H., Deng, W., & Gu, L. (2019) · IEEE Access · doi:10.1109/access.2019.2907599 · Cited by 60 · see citing works

Distributed Blockchain-Based Message Authentication Scheme for Connected Vehicles

Noh, J., Jeon, S., & Cho, S. (2020) · Electronics · doi:10.3390/electronics9010074 · Cited by 60 · see citing works

PP-SPA: Privacy Preserved Smartphone-Based Personal Assistant to Improve Routine Life Functioning of Cognitive Impaired Individuals

Javed, A. R., Sarwar, M. U., Rehman, S. U., Khan, H. U., Al‐Otaibi, Y. D., & Alnumay, W. S. (2021) · Neural Processing Letters · doi:10.1007/s11063-020-10414-5 · Cited by 58 · see citing works

LPTD: Achieving lightweight and privacy-preserving truth discovery in CIoT

Zhang, C., Zhu, L., Xu, C. L., Sharif, K., Du, X., & Guizani, M. (2018) · Future Generation Computer Systems · doi:10.1016/j.future.2018.07.064 · Cited by 58 · see citing works

Hybrid semantic deep learning architecture and optimal advanced encryption standard key management scheme for secure cloud storage and intrusion detection

Prabhakaran, V., & Kulandasamy, A. (2021) · Neural Computing and Applications · doi:10.1007/s00521-021-06085-5 · Cited by 57 · see citing works

An Efficient Privacy-Preserving Aggregation Scheme for Multidimensional Data in IoT

Peng, C., Luo, M., Wang, H., Khan, M. K., & He, D. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3083136 · Cited by 57 · see citing works

Optimal Witnessing of Healthcare IoT Data Using Blockchain Logging Contract

Chinaei, M. H., Gharakheili, H. H., & Sivaraman, V. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3051433 · Cited by 55 · see citing works

Holistic Privacy-Preserving Identity Management System for the Internet of Things

Bernal Bernabe, J., Hernandez-Ramos, J. L., & Skarmeta Gomez, A. F. (2017) · Mobile Information Systems · doi:10.1155/2017/6384186 · Cited by 53 · see citing works

A Differentially Private Unscented Kalman Filter for Streaming Data in IoT

Wang, J., Zhu, R., & Liu, S. (2018) · IEEE Access · doi:10.1109/access.2018.2797159 · Cited by 53 · see citing works

Blockchain based privacy-preserving software updates with proof-of-delivery for Internet of Things

Zhao, Y., Liu, Y., Tian, A., Yu, Y. H., & Du, X. (2019) · Journal of Parallel and Distributed Computing · doi:10.1016/j.jpdc.2019.06.001 · Cited by 53 · see citing works

A scalable and distributed architecture for secure and privacy-preserving authentication and message dissemination in VANETs

Moni, S. S., & Manivannan, D. (2020) · Internet of Things · doi:10.1016/j.iot.2020.100350 · Cited by 53 · see citing works

A Developer-Friendly Library for Smart Home IoT Privacy-Preserving Traffic Obfuscation

Datta, T., Apthorpe, N., & Feamster, N. (2018) · doi:10.1145/3229565.3229567 · Cited by 53 · see citing works

A lightweight authentication scheme for vehicular ad hoc networks based on MSR

Yang, X., Yi, X., Khalil, I., Zeng, Y., Huang, X., Nepal‬, ‪., Yang, X., & Cui, H. (2018) · Vehicular Communications · doi:10.1016/j.vehcom.2018.11.001 · Cited by 53 · see citing works

A Novel Anonymous Mutual Authentication Protocol With Provable Link-Layer Location Privacy

Lu, R., Lin, X., Zhu, H., Ho, P., & Shen, X. (2009) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2008.925304 · Cited by 52 · see citing works

Modeling data protection and privacy: application and experience with GDPR

Torre, D., Alférez, M., Soltana, G., Sabetzadeh, M., & Briand, L. (2021) · Software & Systems Modeling · doi:10.1007/s10270-021-00935-5 · Cited by 52 · see citing works

Variational Model Inversion AttacksPreprint

Wang, K.-C. J., Fu, Y., Li, K., Khisti, A. J., Zemel, R. S., & Makhzani, A. (2022) · arXiv (Cornell University) · doi:10.48550/arxiv.2201.10787 · Cited by 52 · see citing works

Privacy-Preserving Continuous Data Collection for Predictive Maintenance in Vehicular Fog-Cloud

Kong, Q., Lu, R., Yin, F., & Cui, S. R. (2020) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2020.3011931 · Cited by 50 · see citing works

APAE: an IoT intrusion detection system using asymmetric parallel auto-encoder

Basati, A., & Faghih, M. M. (2021) · Neural Computing and Applications · doi:10.1007/s00521-021-06011-9 · Cited by 50 · see citing works

Identity privacy preserving biometric based authentication scheme for Naked healthcare environment

Kumar, T., Braeken, A., Liyanage, M., & Ylianttila, M. (2017) · International Conference on Communications · doi:10.1109/icc.2017.7996966 · Cited by 50 · see citing works

LSWBVM: A Lightweight Security Without Using Batch Verification Method Scheme for a Vehicle Ad Hoc Network

Al-Shareeda‬‏, ‪. A., Anbar, M., Alazzawi, M. A., Manickam, S., & Al‐Hiti, A. S. (2020) · IEEE Access · doi:10.1109/access.2020.3024587 · Cited by 50 · see citing works

SecBCS: a secure and privacy-preserving blockchain-based crowdsourcing system

Lin, C., He, D., Zeadally, S., Kumar, N., & Choo, K. R. (2020) · Science China Information Sciences · doi:10.1007/s11432-019-9893-2 · Cited by 49 · see citing works

A fog-based security framework for intelligent traffic light control system

Khalid, T., Khan, A. N., Ali, M., Adeel, A., Khan, A. U. R., & Shuja, J. (2018) · Multimedia Tools and Applications · doi:10.1007/s11042-018-7008-z · Cited by 49 · see citing works

Privacy preserving solution for the asynchronous localization of underwater sensor networks

Zhao, H., Yan, J., Luo, X., & Gua, X. (2020) · IEEE/CAA Journal of Automatica Sinica · doi:10.1109/jas.2020.1003312 · Cited by 49 · see citing works

Efficient and Privacy-preserving Fog-assisted Health Data Sharing Scheme

Tang, W., Ren, J., Zhang, K., Zhang, D., Zhang, Y., & Shen, X. (2019) · ACM Transactions on Intelligent Systems and Technology · doi:10.1145/3341104 · Cited by 47 · see citing works

Blockchain-based multimedia sharing in vehicular social networks with privacy protection

Shi, K., Zhu, L., Zhang, C., Xu, L., & Gao, F. (2020) · Multimedia Tools and Applications · doi:10.1007/s11042-019-08284-8 · Cited by 47 · see citing works

Provably secure authentication key exchange scheme using fog nodes in vehicular ad hoc networks

Wu, T., Lee, Z., Yang, L., Luo, J.-N., & Tso, R. (2021) · The Journal of Supercomputing · doi:10.1007/s11227-020-03548-9 · Cited by 47 · see citing works

A Privacy-Preserving Lightweight Biometric System for Internet of Things Security

Yang, W., Wang, S., Zheng, G., Yang, J., & Valli, C. (2019) · IEEE Communications Magazine · doi:10.1109/mcom.2019.1800378 · Cited by 47 · see citing works

A bio-inspired privacy-preserving framework for healthcare systems

Dhasarathan, C., Kumar, M., Srivastava, A. K., Al-Turjman, F. M., Shankar, A., & Kumar, M. (2021) · The Journal of Supercomputing · doi:10.1007/s11227-021-03720-9 · Cited by 46 · see citing works

A privacy-preserving code-based authentication protocol for Internet of Things

Chikouche, N., Cayrel, P.-L., Mboup, E. H. M., & Boidje, B. O. (2019) · The Journal of Supercomputing · doi:10.1007/s11227-019-03003-4 · Cited by 45 · see citing works

Lightweight authentication for IoT/Cloud-based forensics in intelligent data computing

Deebak, B. D., & Al-Turjman, F. M. (2020) · Future Generation Computer Systems · doi:10.1016/j.future.2020.11.010 · Cited by 45 · see citing works

PADP: Efficient Privacy-Preserving Data Aggregation and Dynamic Pricing for Vehicle-to-Grid Networks

Chen, L., Zhou, J., Chen, Y., Cao, Z., Dong, X., & Choo, K.-K. R. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3041117 · Cited by 44 · see citing works

Achieving Scalable Access Control Over Encrypted Data for Edge Computing Networks

Cui, H., Yi, X., & Nepal‬, ‪. (2018) · IEEE Access · doi:10.1109/access.2018.2844373 · Cited by 43 · see citing works

Memetic Optimization with Cryptographic Encryption for Secure Medical Data Transmission in IoT-based Distributed Systems

Doss, S., Paranthaman, J., Gopalakrishnan, S., Akila, D., Pal, S., Duraisamy, B., Lê, C. V., *, & Le, D. (2020) · Computers, materials & continua/Computers, materials & continua (Print) · doi:10.32604/cmc.2020.012379 · Cited by 43 · see citing works

DistBlockSDN: A Distributed Secure Blockchain Based SDN-IoT Architecture with NFV Implementation for Smart Cities

Rahman, A., Islam, M. J., Sunny, F. A., & Nasir, M. K. (2019) · 2019 2nd International Conference on Innovation in Engineering and Technology (ICIET) · doi:10.1109/iciet48527.2019.9290627 · Cited by 40 · see citing works

A novel privacy-preserving speech recognition framework using bidirectional LSTM

Wang, Q., Feng, C., Xu, Y., Zhong, H., & Sheng, V. S. (2020) · Journal of Cloud Computing Advances Systems and Applications · doi:10.1186/s13677-020-00186-7 · Cited by 40 · see citing works

Achieve Privacy-Preserving Priority Classification on Patient Health Data in Remote eHealthcare System

Wang, G., Lu, R., & Guan, Y. L. (2019) · IEEE Access · doi:10.1109/access.2019.2891775 · Cited by 39 · see citing works

Secure Transmission of IoT mHealth Patient Monitoring Data from Remote Areas Using DTN

Yaacoub, E. E., Abualsaud, K., Khattab, T. M., & Chehab, A. (2020) · IEEE Network · doi:10.1109/mnet.011.1900627 · Cited by 39 · see citing works

Mutual authentication scheme of IoT devices in fog computing environment

Singh, S., & Chaurasiya, V. K. (2020) · Cluster Computing · doi:10.1007/s10586-020-03211-1 · Cited by 38 · see citing works

Distributed access control with adaptive privacy preserving property for wireless sensor networks

Ma, C., Xue, K., & Hong, P. (2013) · Security and Communication Networks · doi:10.1002/sec.777 · Cited by 38 · see citing works

Conditional Privacy-Preserving Authentication Scheme Without Using Point Multiplication Operations Based on Elliptic Curve Cryptography (ECC)

Alshudukhi, J. S., Mohammed, B. A., & Al-Mekhlafi, Z. G. (2020) · IEEE Access · doi:10.1109/access.2020.3044961 · Cited by 38 · see citing works

DECENT: Secure and fine-grained data access control with policy updating for constrained IoT devices

Huang, Q., Wang, L., & Yang, Y. (2017) · World Wide Web · doi:10.1007/s11280-017-0462-0 · Cited by 37 · see citing works

A Secure and Efficient Location-based Service Scheme for Smart Transportation

Lin, J., Niu, J., Li, H., & Atiquzzaman, M. (2017) · Future Generation Computer Systems · doi:10.1016/j.future.2017.11.030 · Cited by 37 · see citing works

A Realistic Distributed Conditional Privacy- Preserving Authentication Scheme for Vehicular Ad Hoc Networks

Liu, Z., Xiong, L., Peng, T., Peng, D., & Liang, H. (2018) · IEEE Access · doi:10.1109/access.2018.2834224 · Cited by 37 · see citing works

Privacy-preserving edge-assisted image retrieval and classification in IoT

Li, X., Li, J., Yiu, S., Gao, C., & Xiong, J. (2019) · Frontiers of Computer Science · doi:10.1007/s11704-018-8067-z · Cited by 37 · see citing works

A unified framework for data integrity protection in people-centric smart cities

Altulyan, M., Yao, L., Kanhere, S. S., Wang, X., & Huang, C. (2020) · Multimedia Tools and Applications · doi:10.1007/s11042-019-7182-7 · Cited by 37 · see citing works

An encryption scheme based on chaotic Rabinovich-Fabrikant system and S8 confusion component

Alghafis, A., Munir, N., & Khan, M. (2020) · Multimedia Tools and Applications · doi:10.1007/s11042-020-10142-x · Cited by 36 · see citing works

The framework and algorithm for preserving user trajectory while using location-based services in IoT-cloud systems

Liao, D., Sun, G., Li, H., Yu, H., & Chang, V. I. C. (2017) · Cluster Computing · doi:10.1007/s10586-017-0986-1 · Cited by 34 · see citing works

Chaotic-map based authenticated security framework with privacy preservation for remote point-of-care

Deebak, B. D., Al-Turjman, F. M., & Nayyar, A. (2020) · Multimedia Tools and Applications · doi:10.1007/s11042-020-10134-x · Cited by 34 · see citing works

Secure Range Search Over Encrypted Uncertain IoT Outsourced Data

Guo, C., Zhuang, R., Jie, Y., Choo, K. R., & Tang, X. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2845106 · Cited by 34 · see citing works

Catch You If You Deceive Me: Verifiable and Privacy-Aware Truth Discovery in Crowdsensing Systems

Xu, G., Li, H., Xu, S., Ren, H., Zhang, Y., Sun, J., & Deng, R. H. (2020) · ACM Asia Conference on Computer and Communications Security (ASIA CCS) · doi:10.1145/3320269.3384720 · Cited by 34 · see citing works

Cybersecurity of Smart Home Systems: Sensor Identity Protection

Alshboul, Y., Bsoul, A. A. R., Zamil, M. G. H. A., & Samarah, S. (2021) · Journal of Network and Systems Management · doi:10.1007/s10922-021-09586-9 · Cited by 34 · see citing works

Building a reliable Internet of Things using Information-Centric Networking

Polyzos, G. C., & Fotiou, N. (2015) · Journal of Reliable Intelligent Environments · doi:10.1007/s40860-015-0003-5 · Cited by 33 · see citing works

Privacy-preserving data aggregation in resource-constrained sensor nodes in Internet of Things: A review

Ali, I., Khan, A. S., & Sabir, S. (2017) · Future Computing and Informatics Journal · doi:10.1016/j.fcij.2017.11.004 · Cited by 33 · see citing works

HomePad: A Privacy-Aware Smart Hub for Home Environments

Zavalyshyn, I., Duarte, N. O., & Santos, N. (2018) · IEEE/ACM Symposium on Edge Computing (SEC) · doi:10.1109/sec.2018.00012 · Cited by 33 · see citing works

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

Owusu-Agyemeng, K., Qin, Z., Xiong, H., Liu, Y., Zhuang, T., & Qin, Z. (2021) · Personal and Ubiquitous Computing · doi:10.1007/s00779-021-01545-0 · Cited by 33 · see citing works

Privacy-Preserving Tensor-Based Multiple Clusterings on Cloud for Industrial IoT

Zhao, Y., Yang, L. T., & Sun, J. (2018) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2018.2871174 · Cited by 32 · see citing works

End-to-end privacy preserving scheme for IoT-based healthcare systems

Esfahani, M. N., Ghahfarokhi, B. S., & Borujeni, S. E. (2021) · Wireless Networks · doi:10.1007/s11276-021-02652-9 · Cited by 32 · see citing works

A secure cloud-based solution for real-time monitoring and management of Internet of underwater things (IOUT)

Gopinath, M. P., Tamizharasi, G. S., Kavisankar, L., Sathyaraj, R., Karthi, S. P., Aarthy, S. L., & Balusamy, B. (2018) · Neural Computing and Applications · doi:10.1007/s00521-018-3774-9 · Cited by 32 · see citing works

Privacy-Preserving Identifiers for IoT: A Systematic Literature Review

Akil, M., Islami, L., Fischer‐Hübner, S., Martucci, L. A., & Zuccato, A. (2020) · IEEE Access · doi:10.1109/access.2020.3023659 · Cited by 32 · see citing works

Decentralizing privacy enforcement for Internet of Things smart objects

Sagirlar, G., Carminati, B., & Ferrari, E. (2018) · Computer Networks · doi:10.1016/j.comnet.2018.07.019 · Cited by 31 · see citing works

An efficient group signcryption scheme supporting batch verification for securing transmitted data in the Internet of Things

Alamer, A. M. A. (2020) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-020-02076-x · Cited by 31 · see citing works

SeizSClas: An Efficient and Secure Internet-of-Things-Based EEG Classifier

Singh, R., Ahmed, T., Singh, A. K., Chanak, P., & Singh, S. K. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3030821 · Cited by 31 · see citing works

An Efficient Selective Miner Consensus Protocol in Blockchain Oriented IoT Smart Monitoring

Uddin, M. A., Stranieri, A., Gondal, I., & Balasubramanian, V. (2019) · IEEE International Conference on Industrial Technology (ICIT) · doi:10.1109/icit.2019.8754936 · Cited by 30 · see citing works

PAASH: A privacy-preserving authentication and fine-grained access control of outsourced data for secure smart health in smart cities

Ogundoyin, S. O., & Kamil, I. A. (2021) · Journal of Parallel and Distributed Computing · doi:10.1016/j.jpdc.2021.05.001 · Cited by 30 · see citing works

A Privacy Preserving Scheme for Nearest Neighbor Query

Wang, Y., Tian, Z., Zhang, H., Su, S., & Shi, W. (2018) · Sensors · doi:10.3390/s18082440 · Cited by 30 · see citing works

M2M-REP: Reputation system for machines in the internet of things

Azad, M. A., Bag, S., Hao, F., & Salah, K. (2018) · Computers & Security · doi:10.1016/j.cose.2018.07.014 · Cited by 29 · see citing works

CPP-ELM: Cryptographically Privacy-Preserving Extreme Learning Machine for Cloud Systems

Çatak, F. Ö., & Mustaçoğlu, A. F. (2017) · International Journal of Computational Intelligence Systems · doi:10.2991/ijcis.11.1.3 · Cited by 28 · see citing works

Towards Smart Blockchain-Based System for Privacy and Security in a Smart City environment

Majdoubi, D. E., Bakkali, H. E., & Sadki, S. (2020) · International Conference on Cloud Computing Technologies and Applications (CloudTech) · doi:10.1109/cloudtech49835.2020.9365905 · Cited by 28 · see citing works

HCDA: Efficient Pairing-Free Homographic Key Management for Dynamic Cross-Domain Authentication in VANETs

Tan, H., Xuan, S., & Chung, I. (2020) · Symmetry · doi:10.3390/sym12061003 · Cited by 28 · see citing works

An IoT-Oriented Offloading Method with Privacy Preservation for Cloudlet-Enabled Wireless Metropolitan Area Networks

Xu, Z., Gu, R., Huang, T., Xiang, H., Zhang, X., Qi, L., & Xu, X. (2018) · Sensors · doi:10.3390/s18093030 · Cited by 27 · see citing works

$\hbox{EP}^{2}\hbox{DF}$: An Efficient Privacy-Preserving Data-Forwarding Scheme for Service-Oriented Vehicular Ad Hoc Networks

Dong, X., Wei, L., Zhu, H., Cao, Z., & Wang, L. (2010) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2010.2095432 · Cited by 27 · see citing works

A privacy-preserving homomorphic encryption scheme for the Internet of Things

Zouari, J., Hamdi, M., & Kim, T.-H. (2017) · International Wireless Communications and Mobile Computing Conference (IWCMC) · doi:10.1109/iwcmc.2017.7986580 · Cited by 27 · see citing works

A novel vector-space-based lightweight privacy-preserving RFID authentication protocol for IoT environment

Shariq, M., & Singh, K. (2021) · The Journal of Supercomputing · doi:10.1007/s11227-020-03550-1 · Cited by 27 · see citing works

A Differentially Private Big Data Nonparametric Bayesian Clustering Algorithm in Smart Grid

Guan, Z., Lv, Z., Sun, X., Wu, L., Wu, J., Du, X., & Guizani, M. (2020) · IEEE Transactions on Network Science and Engineering · doi:10.1109/tnse.2020.2985096 · Cited by 27 · see citing works

A Systematic Review of Artificial Intelligence and Machine Learning Techniques for Cyber Security

Ali, R., Ali, A., Iqbal, F., Khattak, A. M., & Aleem, S. (2020) · Communications in computer and information science · doi:10.1007/978-981-15-7530-3_44 · Cited by 26 · see citing works

Using Reduced Paths to Achieve Efficient Privacy-Preserving Range Query in Fog-Based IoT

Mahdikhani, H., Lu, R., Shao, J., & Ghorbani, A. A. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3029472 · Cited by 26 · see citing works

Privacy-Preserving Group Authentication for RFID Tags Using Bit-Collision Patterns

Yang, A., Boshoff, D., Hu, Q., Hancke, G. P., Luo, X., Weng, J., Mayes, K. E., & Markantonakis, K. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3059047 · Cited by 26 · see citing works

Mobile fog based secure cloud-IoT framework for enterprise multimedia security

Sood, S. K. (2019) · Multimedia Tools and Applications · doi:10.1007/s11042-019-08573-2 · Cited by 25 · see citing works

A hierarchical privacy-preserving IoT architecture for vision-based hand rehabilitation assessment

Nadian-Ghomsheh, A., Farahani, B., & Kavian, M. (2021) · Multimedia Tools and Applications · doi:10.1007/s11042-021-10563-2 · Cited by 25 · see citing works

Using homomorphic encryption for privacy-preserving clustering of intrusion detection alerts

Spathoulas, G. P., Theodoridis, G., & Damiris, G.-P. (2020) · International Journal of Information Security · doi:10.1007/s10207-020-00506-7 · Cited by 25 · see citing works

A threshold hybrid encryption method for integrity audit without trusted center

Chen, Y., Liu, H., Wang, B., Sonompil, B., Ping, Y., & Zhang, Z. (2021) · Journal of Cloud Computing Advances Systems and Applications · doi:10.1186/s13677-020-00222-6 · Cited by 25 · see citing works

Verifiable Privacy-Preserving Sensor Network Storage for Range Query

Sheng, B., & Li, Q. (2010) · IEEE Transactions on Mobile Computing · doi:10.1109/tmc.2010.236 · Cited by 24 · see citing works

Lightweight and privacy‐preserving authentication scheme with the resilience of desynchronisation attacks for WBANs

Shuai, M., Xiong, L., Wang, C., & Yu, N. (2019) · IET Information Security · doi:10.1049/iet-ifs.2019.0491 · Cited by 24 · see citing works

SHPI: Smart Healthcare System for Patients in ICU using IoT

Egala, B. S., Priyanka, S., & Pradhan, A. K. (2019) · IEEE International Conference on Advanced Networks and Telecommunications Systems · doi:10.1109/ants47819.2019.9118084 · Cited by 24 · see citing works

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

Mahanan, W., Chaovalitwongse, W. A., & Natwichai, J. (2020) · Service Oriented Computing and Applications · doi:10.1007/s11761-020-00287-w · Cited by 24 · see citing works

A Survey of IoT Privacy Security: Architecture, Technology, Challenges, and Trends

Sun, P., Shen, S., Wan, Y., Wu, Z., Fang, Z., & Gao, X.-Z. (2024) · IEEE Internet of Things Journal · doi:10.1109/jiot.2024.3372518 · Cited by 172 · see citing works

Toward Enhancing Privacy Preservation of a Federated Learning CNN Intrusion Detection System in IoT: Method and Empirical Study

Torre, D., Chennamaneni, A., Jo, J., Vyas, G., & Sabrsula, B. (2024) · ACM Transactions on Software Engineering and Methodology · doi:10.1145/3695998 · Cited by 111 · see citing works

A Systematic Review on Privacy-Aware IoT Personal Data Stores

Pinto, G. P., Donta, P. K., Dustdar, S., & Prazeres, C. V. S. (2024) · Sensors · doi:10.3390/s24072197 · Cited by 51 · see citing works

Advancing quantum steganography: a secure IoT communication with reversible decoding and customized encryption technique for smart cities

Biswas, S., Goswami, R. S., & Reddy, K. H. K. (2024) · Cluster Computing · doi:10.1007/s10586-024-04429-z · Cited by 28 · see citing works

A review of occupancy detection techniques for HVAC control: Advances and practical challenges

Amiri, A. J., Mahmoodi, K., Tootchi, A., & Razban, A. (2025) · Journal of Building Engineering · doi:10.1016/j.jobe.2025.113962 · Cited by 15 · see citing works

Advanced Communication Protocols for IoT Environments: Privacy-Preserving and UAV-based MAC Optimization

Nirmala, P. V. (2025) · International Conference on Electronics and Renewable Systems (ICEARS) · doi:10.1109/icears64219.2025.10940153 · Cited by 13 · see citing works

Enhancing IoT privacy with artificial intelligence: Recent advances and future directions

Tsouplaki, A., Fung, C., & Kalloniatis, C. (2025) · Internet of Things · doi:10.1016/j.iot.2025.101752 · Cited by 12 · 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

Integrating Indigenous Knowledge Systems in the Fourth Industrial Revolution (4IR)

Chauke, M. (2025) · IGI Global eBooks · doi:10.4018/979-8-3693-7964-6.ch015 · Cited by 8 · see citing works

Physical-Unclonable-Function-Based Secure and Anonymous User Authentication for Smart Homes

Garapati, R. S., Paleti, S., Meda, R., Nagabhyru, K. C., & Priya, B. S. D. (2026) · Lecture notes in electrical engineering · doi:10.1007/978-3-032-20235-2_33 · Cited by 6 · see citing works

Pervasive QoS-aware service composition: a systematic review

Rezaei, S., & Goli, S. (2025) · Cluster Computing · doi:10.1007/s10586-025-05394-x · Cited by 5 · see citing works

Intrusion Detection in Smart Homes: A Comprehensive Review

Sadotra, P., Chouksey, P., Chopra, M., Thakur, G. S., & Nayak, M. H. (2024) · International Conference on Progressive Innovations in Intelligent Systems and Data Science (ICPIDS) · doi:10.1109/icpids65698.2024.00018 · Cited by 5 · see citing works

Review on Privacy Preservation Techniques and Challenges in IoT Devices

Meena, P., Jajal, B., & Khanna, S. O. (2024) · Communications in computer and information science · doi:10.1007/978-3-031-59100-6_8 · Cited by 4 · see citing works

Exploring the Evolution of Identity Theft: Emerging Trends, Tactics, and Mitigation Strategies in the Digital Age

Adhikari, M., Gautam, D., Kaur, P., Vaghela, D., Chaeikar, S. S., & Najafabadi, M. K. (2025) · Lecture notes in networks and systems · doi:10.1007/978-981-96-6938-7_31 · Cited by 4 · see citing works

Approaches for Anonymization Methods in IoT Preservation Privacy

Vasilakis, M., Vardalachakis, M., & Tampouratzis, M. G. (2025) · International Conference in Electronic Engineering & Information Technology (EEITE) · doi:10.1109/eeite65381.2025.11166166 · Cited by 3 · see citing works

Poster: PrivaSee: Augmented Reality-Enabled Privacy Perception Visualization for Internet of Things

Zhang, Y., Du, S., Wen, J., LiKamWa, R., Fang, S., & Pan, S. (2024) · International Conference on Mobile Systems, Applications, and Services · doi:10.1145/3643832.3661426 · Cited by 2 · see citing works

Design of an efficient dynamic context‐based privacy policy deployment model via dual bioinspired Q learning optimisations

Patel, N. J., & Jadhav, A. (2024) · IET Cyber-Physical Systems Theory & Applications · doi:10.1049/cps2.12100 · Cited by 1 · see citing works

Security vulnerabilities and enhancement of a dynamic auditing scheme for regenerating code-based storage in cloud-fog-assisted IIoT

Liu, G., Xiong, J., Liu, X., Zou, X., Ke, C., & Dou, Z. (2025) · Journal of Parallel and Distributed Computing · doi:10.1016/j.jpdc.2025.105185 · Cited by 1 · see citing works

Privacy-Preserving Techniques and User Anonymity in the Metaverse

Gupta, B. B., Han, C., & Chaurasia, P. (2024) · Advances in information security, privacy, and ethics book series · doi:10.4018/979-8-3693-3824-7.ch012 · Cited by 1 · see citing works

The Role of AI in Data Anonymization: Can We Trust It with Our Privacy?

Bodimani, M. (2025) · International Journal For Multidisciplinary Research · doi:10.36948/ijfmr.2025.v07i02.42670 · Cited by 1 · see citing works

A multi-layer airport security framework using YOLO-based X-ray detection, video anomaly analysis, IoT sensor monitoring and blockchain logging

Shobha, T., Rashmi, R., Chaitanya, L. R., Medhini, C. V., Chandana, R. J., & Gowda, S. P. (2026) · Scientific Reports · doi:10.1038/s41598-026-52894-w · Cited by 1 · see citing works

Privacy Preserving Techniques and Their Applications in Elearning

Ivanova, M., & Trifonova, I. (2023) · Innovative STEM Education · doi:10.55630/stem.2023.0512

Integración de la Biometría en el Internet de las cosas: Desafíos y Oportunidades

Asto, M. K. L., & Santos, A. C. M. D. L. (2024) · Revista Científica BIOTECH AND ENGINEERING · doi:10.52248/eb.vol4iss1.108

A Privacy-Preserving and Efficient Fuzzy Range Query Processing Scheme on Cloud Server

Liu, N., & Shen, G. (2024) · Communications in computer and information science · doi:10.1007/978-981-96-0151-6_15

NESNELERİN İNTERNETİNDE VERİ MAHREMİYETİNİN KORUNMASI ÜZERİNE BİR İNCELEME

Kabasakaloğlu, M. U., & Eyüpoğlu, C. (2025) · İstanbul Ticaret Üniversitesi Teknoloji ve Uygulamalı Bilimler Dergisi · doi:10.56809/icujtas.1630096

Innovative Solutions for Smart Cities with Internet of Things

Mishra, P., & Singh, G. K. (2025) · Springer eBooks · doi:10.1007/978-3-032-01102-2_3

Real-Time Context-Aware Privacy Adaptation for IoT: A Lightweight Approach

Shaheen, Y. Y., Hornos, M. J., & Rodríguez-Domínguez, C. (2026) · Lecture notes in networks and systems · doi:10.1007/978-3-032-14138-5_5

A REVIEW ON DATA PRIVACY PRESERVATION IN INTERNET OF THINGS

Kabasakaloğlu, M. U., & Eyüpoğlu, C. (2025) · DergiPark (Istanbul University)

Consumer Psychology and Behavioural Economics in the Adoption of Internet of Things (IoT) Technologies

Louw, P. P., Schaller, T., & Eiaseb, N. P.-I. G. (2026) · IGI Global eBooks · doi:10.4018/979-8-3373-3441-7.ch002

IoT-Driven Smart Configurations and Systemic Restructuring at the Convergence of Digital Economies and Adaptive Industries

Reyes-Sánchez, J. D. J., Luján, J. M. B., García-Camacho, M. A., & Alvarez, H. J. (2026) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-2600-1263-5.ch006

Moving target defense in Edge-Cloud systems: a systematic literature review

Casola, V., Benedictis, A. D., & Iorio, D. (2026) · Journal of Cloud Computing Advances Systems and Applications · doi:10.1186/s13677-026-00920-7

Federated Edge Intelligence for Privacy-Preserving IoT-Based Smart Banking Systems: Architectures, Security, and Experimental Challenges

Alkhorasani, H., Zolait, A. H., & Alawag, A. M. (2026) · International Conference on Frontiers of Engineering and Emerging Technologies (FET) · doi:10.1109/fet68771.2026.11601477

Towards trustworthy IoT networks: A systematic review of non-repudiation mechanisms

Magomelo, M., Kaosar, M., Rezaeibagha, F., Chen, L., O’Shea, B., Huang, K., & Zhang, L. (2026) · Computer Science Review · doi:10.1016/j.cosrev.2026.101073

Statistical and hybrid intelligent optimization approach for privacy preservation in IoT data

Maheshwari, G. U., Karthiga, M., & Kumar, G. S. (2026) · International Journal of Machine Learning and Cybernetics · doi:10.1007/s13042-026-03336-6

Mitigating IoT Network Penetration using the Internet Protocol Security Algorithm through Artificial Intelligence Edge

Ati, M. K. (2026) · WSEAS TRANSACTIONS on COMMUNICATIONS archive · doi:10.37394/23204.2026.25.6

Privacy-Preserving IoT Data Inquiry Using DNS over TLS

Sagara, H., Sunahara, S., Jin, Y., & Iida, K. (2026) · Network · doi:10.3390/network6040097

Mind the Attack: How security threats are shaping software deployed on Unmanned Aerial Vehicles

Wei, X., Klymenko, J., Torre, D., & Fucci, D. (2026) · ACM Transactions on Software Engineering and Methodology · doi:10.1145/3860892

A Survey on Privacy Preservation Techniques in IoT Systems

Kaur, R., Rodrigues, T., Kadir, N., & Kashef, R. F. (2025) · Sensors · doi:10.3390/s25226967 · Cited by 12 · see citing works

Review on Privacy Preservation Techniques and Challenges in IoT Devices

Meena, P., Jajal, B., & Khanna, S. O. (2024) · Communications in computer and information science · doi:10.1007/978-3-031-59100-6_8 · Cited by 4 · see citing works

Privacy Preservation Techniques (PPTs) in IoT Systems: A Scoping Review and Future DirectionsPreprint

Alalade, E. D., & Matrawy, A. (2025) · arXiv (Cornell University) · doi:10.48550/arxiv.2503.02455

Current Methods of Privacy Protection in IoTs

Qu, Y., Gao, L., Yu, S., & Xiang, Y. (2022) · SpringerBriefs in computer science · doi:10.1007/978-981-19-1797-4_2

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