Tools for privacy preserving distributed data mining

Fast algorithms for mining association rules

Agrawal, R., & Srikant, R. (1998) · Cited by 11,362

Fast Algorithms for Mining Association Rules in Large Databases

Agrawal, R., & Srikant, R. (1994) · Very Large Data Bases · Cited by 9,454

How to play ANY mental game

Goldreich, O., Micali, S., & Wigderson, A. (1987) · Proceedings of the nineteenth annual ACM conference on Theory of computing - STOC '87 · doi:10.1145/28395.28420 · Cited by 3,590

Privacy-preserving data mining

Agrawal, R., & Srikant, R. (2000) · ACM SIGMOD Record · doi:10.1145/335191.335438 · Cited by 3,009

How to generate and exchange secrets

Yao, A. (1986) · 27th Annual Symposium on Foundations of Computer Science (sfcs 1986) · doi:10.1109/sfcs.1986.25 · Cited by 2,281

Privacy-preserving data mining

Agrawal, R., & Srikant, R. (2000) · Proceedings of the 2000 ACM SIGMOD international conference on Management of data · doi:10.1145/342009.335438 · Cited by 1,719

An improved algorithm for computing logarithms overGF(p)and its cryptographic significance (Corresp.)

Pohlig, S., & Hellman, M. (1978) · IEEE Transactions on Information Theory · doi:10.1109/tit.1978.1055817 · Cited by 1,199

Privacy Preserving Data Mining

Lindell, Y., & Pinkas, B. (2000) · Lecture Notes in Computer Science · doi:10.1007/3-540-44598-6_3 · Cited by 1,077

Privacy preserving association rule mining in vertically partitioned data

Vaidya, J., & Clifton, C. (2002) · Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining · doi:10.1145/775047.775142 · Cited by 1,001

Privacy-preserving distributed mining of association rules on horizontally partitioned data

Clifton, C., Kantarcioglu, M., Clifton, C., & Member, S. (2010) · Cited by 888

Techniques, Taxonomy, and Challenges of Privacy Protection in the Smart Grid

Uludag, S., Zeadally, S., & Badra, M. (2015) · Computer communications and networks · doi:10.1007/978-3-319-08470-1_15 · Cited by 29

Secure Federated Submodel Learning

Niu, C., Wu, F., Tang, S., Hua, L., Jia, R., Lv, C., Wu, Z., & Chen, G. (2019) · arXiv · doi:10.48550/arxiv.1911.02254 · Cited by 28

Quantum secure multi-party summation protocol based on blind matrix and quantum Fourier transform

Yi, X., Cao, C., Fan, L., & Zhang, R. (2021) · Quantum Information Processing · doi:10.1007/s11128-021-03183-0 · Cited by 28

Multi-Party Trust Computation in Decentralized Environments

Dimitriou, T. D., & Michalas, A. (2012) · IFIP International Conference on New Technologies, Mobility and Security (NTMS) · doi:10.1109/ntms.2012.6208686 · Cited by 28

Efficient sanitization of informative association rules☆

WANG, S., Maskey, R., JAFARI, A., & Hong, T. (2007) · Expert Systems with Applications · doi:10.1016/j.eswa.2007.07.039 · Cited by 28

BOFRF: A Novel Boosting-Based Federated Random Forest Algorithm on Horizontally Partitioned Data

Gençtürk, M., Sınacı, A. A., & Çiçekli, N. K. (2022) · IEEE Access · doi:10.1109/access.2022.3202008 · Cited by 27

Incentive Compatible Privacy-Preserving Distributed Classification

Nix, R., & Kantarciouglu, M. (2011) · IEEE Transactions on Dependable and Secure Computing · doi:10.1109/tdsc.2011.52 · Cited by 27

Distributional differential privacy for large-scale smart metering

Jelasity, M., & Birman, K. (2014) · ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec) · doi:10.1145/2600918.2600919 · Cited by 27

A privacy-aware decentralized and personalized reputation system

Bag, S., Azad, M. A., & Hao, F. (2018) · Computers & Security · doi:10.1016/j.cose.2018.05.005 · Cited by 27

Decentralised decision-making in a multi-party supply chain

Thomas, A., Krishnamoorthy, M., Venkateswaran, J., & Singh, G. K. (2015) · International Journal of Production Research · doi:10.1080/00207543.2015.1096977 · Cited by 26

Verifiable privacy-preserving single-layer perceptron training scheme in cloud computing

Zhang, X., Chen, X., Wang, J., Zhan, Z., & Li, J. (2018) · Soft Computing · doi:10.1007/s00500-018-3233-7 · Cited by 28

Classification of Privacy-preserving Distributed Data Mining protocols

Xu, Z., & Yi, X. (2011) · International Conference on Digital Information Management · doi:10.1109/icdim.2011.6093356 · Cited by 26

Improved de-identification of physician notes through integrative modeling of both public and private medical text

McMurry, A., Fitch, B., Savova, G., Kohane, I. S., & Reis, B. Y. (2013) · BMC Medical Informatics and Decision Making · doi:10.1186/1472-6947-13-112 · Cited by 26

A Secure Sum Protocol and Its Application to Privacy-preserving Multi-party Analytics

Mehnaz, S., Bellala, G., & Bertino, E. (2017) · ACM Symposium on Access Control Models and Technologies (SACMAT) · doi:10.1145/3078861.3078869 · Cited by 26

A Novel Knowledge Protection Technique Base on Support Vector Machine Model for Anti-classification

Chen, T.-S., Chen, J., Lin, Y.-C., Tsai, Y.-C., Kao, Y.-H., & Wu, K. (2011) · Lecture notes in electrical engineering · doi:10.1007/978-3-642-21765-4_63 · Cited by 26

Scalable Privacy-Preserving Linking of Multiple Databases Using Counting Bloom Filters

Vatsalan, D., Christen, P., & Rahm, E. (2016) · IEEE ... International Conference on Data Mining workshops · doi:10.1109/icdmw.2016.0130 · Cited by 25

Efficient Oblivious Polynomial Evaluation with Simulation-Based Security.

Hazay, C., & Lindell, Y. (2009) · Cited by 25

Classification and recognition of encrypted EEG data based on neural network

Liu, Y., Huang, H., Xiao, F., Malekian, R., & Wang, W. (2020) · Journal of Information Security and Applications · doi:10.1016/j.jisa.2020.102567 · Cited by 25

Learning classifiers from distributed, semantically heterogeneous, autonomous data sources

Caragea, D. (2004) · doi:10.31274/rtd-180813-14313 · Cited by 25

A Machine Learning Model for Data Sanitization

Ahmed, U., Srivastava, G., & Lin, J. C. (2021) · Computer Networks · doi:10.1016/j.comnet.2021.107914 · Cited by 24

Privacy-Preserving Data Mining

Branković, L., Islam, M. Z., & Giggins, H. (2007) · Springer eBooks · doi:10.1007/978-3-540-69861-6_11 · Cited by 24

Efficient hiding of confidential high-utility itemsets with minimal side effects

Lin, J. C., Hong, T., Fournier‐Viger, P., Liu, Q., Wong, J.-W., & Zhan, J. Z. (2017) · Journal of Experimental & Theoretical Artificial Intelligence · doi:10.1080/0952813x.2017.1328462 · Cited by 24

Building a Secure and Privacy-Preserving Smart Grid

Birman, K., Jelasity, M., Kleinberg, R., & Tremel, E. (2015) · ACM SIGOPS Operating Systems Review · doi:10.1145/2723872.2723891 · Cited by 23

The density-based clustering method for privacy-preserving data mining

Wu, J. M., Lin, J. C., Fournier‐Viger, P., Djenouri, Y., Chen, C.-H., & Li, Z. (2019) · Mathematical Biosciences & Engineering · doi:10.3934/mbe.2019082 · Cited by 23

An iterative two-party protocol for scalable privacy-preserving record linkage

Vatsalan, D., & Christen, P. (2012) · ANU Open Research (Australian National University) · Cited by 23

Private search on key-value stores with hierarchical indexes

Hu, H., Xu, J., Xu, X., Pei, K., Choi, B. K. K., & Zhou, S. (2014) · IEEE International Conference on Data Engineering (ICDE) · doi:10.1109/icde.2014.6816687 · Cited by 23

New foundations for efficient authentication, commutative cryptography, and private disjointness testing

Rivest, R. L., & Weis, S. A. (2006) · DSpace@MIT (Massachusetts Institute of Technology) · Cited by 23

A hybrid-security model for privacy-enhanced distributed data mining

Javid, T., Gupta, M. K., & Gupta, A. (2020) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2020.06.010 · Cited by 22

Privacy-preserving LOF outlier detection

Li, L., Huang, L., Yang, W., Yao, X., & Liu, A. (2013) · Knowledge and Information Systems · doi:10.1007/s10115-013-0692-0 · Cited by 22

m-Privacy for Collaborative Data Publishing

Goryczka, S., Xiong, L., & Fung, B. C. M. (2011) · International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom) · doi:10.4108/icst.collaboratecom.2011.247094 · Cited by 22

Implementation of Cryptography for Privacy Preserving Data Mining

Sharma, A., & Ojha, V. (2010) · International Journal of Database Management Systems · doi:10.5121/ijdms.2010.2306 · Cited by 22

K-NEAREST NEIGHBOR CLASSIFICATION OVER SEMANTICALLY SECURE ENCRYPTED RELATIONAL DATA

(2015) · International Journal of Advance Engineering and Research Development · doi:10.21090/ijaerd.021137 · Cited by 22

Privacy-Preserving Data Mining

Thuraisingham, B. M. (2005) · Journal of Database Management · doi:10.4018/jdm.2005010106 · Cited by 22

The Applicability of the Perturbation Model-based Privacy Preserving Data Mining for Real-world Data

Thuraisingham, B. M., Kantarcıoğlu, M., & Liu, L. (2006) · IEEE ... International Conference on Data Mining workshops · doi:10.1109/icdmw.2006.155 · Cited by 22

Privacy Preserving C4.5 Algorithm Over Horizontally Partitioned Data

Xiao, M., Han, K., Huang, L., & Li, J. (2006) · International Conference on Grid and Cooperative Computing (GCC) · doi:10.1109/gcc.2006.73 · Cited by 21

A secure multiparty computation privacy preserving OLAP framework over distributed XML data

Cuzzocrea, A., & Bertino, E. (2010) · ACM Symposium on Applied Computing · doi:10.1145/1774088.1774447 · Cited by 21

PRBAC: an extended role based access control for privacy preserving data mining

Dafa-Alla, A. F. A., Kim, E. H., Ryu, K. H., & Heo, Y. J. (2005) · IEEE/ACIS International Conference on Computer and Information Science (ICIS) · doi:10.1109/icis.2005.103 · Cited by 21

Database Security Protection Via Inference Detection

Chen, Y., & Chu, W. W. (2006) · Lecture notes in computer science · doi:10.1007/11760146_40 · Cited by 21

Privacy Preserving Joins

Li, Y., & Chen, M. (2008) · IEEE International Conference on Data Engineering (ICDE) · doi:10.1109/icde.2008.4497553 · Cited by 21

Publishing Time-Series Data under Preservation of Privacy and Distance Orders

Moon, Y., Kim, H.-S., Kim, S., & Bertino, E. (2010) · Lecture notes in computer science · doi:10.1007/978-3-642-15251-1_2 · Cited by 21

A privacy preserving technique for distance-based classification with worst case privacy guarantees

Mukherjee, S., Banerjee, M., Chen, Z., & Gangopadhyay, A. (2008) · Data & Knowledge Engineering · doi:10.1016/j.datak.2008.03.004 · Cited by 21

Enforcing Secure and Privacy-Preserving Information Brokering in Distributed Information Sharing

Li, F., Luo, B., Liu, P., Lee, D., & Chu, C. (2013) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2013.2247398 · Cited by 20

A Survey on the Privacy Preserving Algorithm of Association Rule Mining

Luo, Y., Zhao, Y., & Le, J. (2009) · International Symposium on Electronic Commerce and Security · doi:10.1109/isecs.2009.136 · Cited by 20

Privacy Preserving Decision Tree Learning over Vertically Partitioned Data

Fang, W., & Yang, B. (2008) · doi:10.1109/csse.2008.731 · Cited by 20

The Future of Adult Congenital Heart Disease Research: Precision Health Services Delivery for the Next Decade

Marelli, A. J. (2019) · Canadian Journal of Cardiology · doi:10.1016/j.cjca.2019.09.015 · Cited by 20

Highly Secure Privacy-Preserving Outsourced k-Means Clustering under Multiple Keys in Cloud Computing

Zou, Y., Zhao, Z., Shi, S., Wang, L., Peng, Y., Ping, Y., & Wang, B. (2020) · Security and Communication Networks · doi:10.1155/2020/1238505 · Cited by 20

Privacy in Spatiotemporal Data Mining

Bonchi, F., Saygın, Y., Verykios, V. S., Atzori, M., Gkoulalas-Divanis, A., Kaya, S. V., & Savaş, E. (2008) · Springer eBooks · doi:10.1007/978-3-540-75177-9_12 · Cited by 20

A hybrid multi-group approach for privacy-preserving data mining

Teng, Z., & Du, W. K. (2008) · Knowledge and Information Systems · doi:10.1007/s10115-008-0158-y · Cited by 20

Changing Neighbors k Secure Sum Protocol for Secure Multi Party ComputationPreprint

Sheikh, R., Kumar, B., & Mishra, D. K. (2010) · arXiv (Cornell University) · doi:10.48550/arxiv.1002.2409 · Cited by 20

An efficient and practical approach for privacy-preserving Naive Bayes classification

Vu, D.-H., Vu, S. T., & Luong, T. D. (2022) · Journal of Information Security and Applications · doi:10.1016/j.jisa.2022.103215 · Cited by 19

Privacy Protection: Regulations and Technologies, Opportunities and Threats

Pedreschi, D., Bonchi, F., Turini, F., Verykios, V. S., Atzori, M., Malin, B., Moelans, B., & Saygın, Y. (2008) · Springer eBooks · doi:10.1007/978-3-540-75177-9_5 · Cited by 19

Software Defined Security Service Provisioning Framework for Internet of Things

Idris, F., & Hameed, S. (2016) · International Journal of Advanced Computer Science and Applications · doi:10.14569/ijacsa.2016.071254 · Cited by 19

EActors

Sartakov, V. A., Brenner, S., Mokhtar, S. B., Bouchenak, S., Thomas, G., & Kapitza, R. (2018) · International Middleware Conference · doi:10.1145/3274808.3274823 · Cited by 19

Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage

Ranbaduge, T., Vatsalan, D., & Christen, P. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-18032-8_43 · Cited by 19

Classification and evaluation of Privacy Preserving Data Mining: A review

Senosi, A., & Sibiya, G. (2017) · IEEE AFRICON · doi:10.1109/afrcon.2017.8095593 · Cited by 19

Outsourcing scalar products and matrix products on privacy-protected unencrypted data stored in untrusted clouds

Domingo‐Ferrer, J., Ricci, S., & Domingo-Enrich, C. (2018) · Information Sciences · doi:10.1016/j.ins.2018.01.024 · Cited by 19

Fuzzy-based Methods for Privacy-Preserving Data Mining

Mukkamala, R., & Ashok, V. G. (2011) · International Conference on Information Technology: New Generations · doi:10.1109/itng.2011.68 · Cited by 18

Privacy preserving localization for smart automotive systems

Hussain, S. U., & Koushanfar, F. (2016) · ACM/IEEE Design Automation Conference (DAC) · doi:10.1145/2897937.2898071 · Cited by 18

Secure Multi-party Computations and Privacy Preservation: Results and Open Problems

Oleshchuk, V. A., Zadorozhny, V., Vladimir, A., & Is, O. (2008) · Cited by 18

A Survey on Privacy Preserving Data Mining Techniques

Taric, G. J., & Poovammal, E. (2017) · Indian Journal of Science and Technology · doi:10.17485/ijst/2017/v10i5/111138 · Cited by 18

Incremental clustering techniques for multi-party Privacy-Preserving Record Linkage

Vatsalan, D., Christen, P., & Rahm, E. (2020) · Data & Knowledge Engineering · doi:10.1016/j.datak.2020.101809 · Cited by 18

Multi-agent Systems for Distributed Data Mining Techniques: An Overview

Qasem, M. H., Hudaib, A. A., Obeid, N., Almaiah, M. A., Almomani, O., & Al-Khasawneh, A. M. (2022) · Studies in computational intelligence · doi:10.1007/978-3-030-87954-9_3 · Cited by 20

On Bounding Data Stream Privacy in Distributed Cyber-physical Systems

Pham, N., Abdelzaher, T., & Nath, S. (2010) · IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC) · doi:10.1109/sutc.2010.74 · Cited by 18

A privacy preserving Jaccard similarity function for mining encrypted data

Singh, M., Krishna, P. R., & Saxena, A. (2009) · IEEE Region 10 Conference (TENCON) · doi:10.1109/tencon.2009.5395869 · Cited by 18

Secure MPC for Analytics as a Web Application

Lapets, A., Volgushev, N., Azer Bestavros, C., Jansen, F., & Varia, M. (2016) · IEEE Cybersecurity Development (SecDev) · doi:10.1109/secdev.2016.027 · Cited by 18

Privacy-enhancing aggregation of Internet of Things data via sensors grouping

Bennati, S., & Pournaras, E. (2018) · Sustainable Cities and Society · doi:10.1016/j.scs.2018.02.013 · Cited by 18

Unauthorized inferences in semistructured databases

Farkas, C., Brodsky, A., & Jajodia, S. (2006) · Information Sciences · doi:10.1016/j.ins.2006.01.004 · Cited by 18

Privacy Preservation in Data Mining Through Noise Addition

Islam, M. Z. (2008) · NOVA (University of Newcastle Australia) · Cited by 18

Confidence ratio affinity propagation in ensemble selection of neural network classifiers for distributed privacy-preserving data mining

Kokkinos, Y., & Margaritis, K. G. (2014) · Neurocomputing · doi:10.1016/j.neucom.2014.07.065 · Cited by 17

Distributed Privacy Preserving Clustering via Homomorphic Secret Sharing and Its Application to (Vertically) Partitioned Spatio-Temporal Data

Yildizli, C. B., Pedersen, T. B., Saygın, Y., Savaş, E., & Levi, A. W. (2011) · International Journal of Data Warehousing and Mining · doi:10.4018/jdwm.2011010103 · Cited by 17

Characterization and Quantification of User Privacy: Key Challenges, Regulations, and Future Directions

Arshad, R., & Asghar, M. R. (2024) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2024.3519861 · Cited by 19

Privacy preservation of aggregates in hidden databases

Dasgupta, A., Zhang, N., Das, G., & Chaudhuri, S. (2009) · ACM SIGMOD International Conference on Management of Data (SIGMOD) · doi:10.1145/1559845.1559863 · Cited by 17

State-of-the-art in distributed privacy preserving data mining

Ying-hua, L., Bing-ru, Y., Dan-yang, C., & Ma, N. (2011) · IEEE International Conference on Communication Software and Networks · doi:10.1109/iccsn.2011.6014329 · Cited by 17

Privacy enforcement in data analysis workflows

Gil, Y., Cheung, W. K., Ratnakar, V., & Chan, K.-K. (2007) · HKBU Institutional Repository (Hong Kong Baptist University) · Cited by 17

Data Mining Techniques in Grid Computing Environments

Dubitzky, W. (2008) · Wiley eBooks · doi:10.1002/9780470699904 · Cited by 17

Greedy Sparsity-Promoting Algorithms for Distributed Learning

Chouvardas, S., Mileounis, G., Kalouptsidis, N., & Theodoridis, S. (2015) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2015.2393839 · Cited by 17

Privacy Preservation Technologies in Internet of ThingsPreprint

Sen, J. (2010) · arXiv (Cornell University) · doi:10.48550/arxiv.1012.2177 · Cited by 17

Towards Federated Bayesian Network Structure Learning with Continuous OptimizationPreprint

Ng, I., & Zhang, K. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2110.09356 · Cited by 17

A Hybrid Approach to Private Record Matching

İnan, A., Kantarcıoğlu, M., Ghinita, G., & Bertino, E. (2012) · IEEE Transactions on Dependable and Secure Computing · doi:10.1109/tdsc.2012.46 · Cited by 16

Big Cloud: a hybrid cloud model for secure data storage through cloud space

Sekaran, K., & Krishna, P. V. (2016) · International Journal of Advanced Intelligence Paradigms · doi:10.1504/ijaip.2016.075731 · Cited by 16

A Fuzzy Logic Based Approach to Support Users Self Control of Their Private Contextual Data Retrieval

Eldin, A. A., & Wagenaar, R. W. (2004) · Journal of the Association for Information Systems · Cited by 16

Secure Set Union and Bag Union Computation for Guaranteeing Anonymity of Distrustful Participants

Böttcher, S., & Obermeier, S. (2008) · Journal of Software · doi:10.4304/jsw.3.1.9-17 · Cited by 16

Privacy-preserving distributed mining of association rules using Elliptic-curve cryptosystem and Shamir’s secret sharing scheme

Chahar, H., Keshavamurthy, B. N., & Modi, C. (2017) · Sadhana · doi:10.1007/s12046-017-0743-4 · Cited by 16

Privacy preserving sequential pattern mining in distributed databases

Kapoor, V., Pascal Poncelet, B., Trousset, F., & Teisseire, M. (2006) · ACM International Conference on Information and Knowledge Management (CIKM) · doi:10.1145/1183614.1183722 · Cited by 16

A Secure Protocol for Indian Healthcare Sector during Multiparty Computation

Shaikh, Z. (2012) · International Journal on Computational Science & Applications · doi:10.5121/ijcsa.2012.2604 · Cited by 16

Privacy-preserving agent-based distributed data clustering

da Silva, J. C., Klusch, M., Lodi, S., & Moro, G. (2006) · Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) · Cited by 16

Privacy‐Preserving Naïve Bayesian Classifier–Based Recommendations on Distributed Data

Kaleli, C., & Polat, H. (2013) · Computational Intelligence · doi:10.1111/coin.12012 · Cited by 15

Secure Multiparty Computation: From Millionaires Problem to Anonymizer

Sheikh, R., Mishra, D. K., & Kumar, B. (2011) · Information Security Journal A Global Perspective · doi:10.1080/19393555.2010.544701 · Cited by 15

Privacy Preserving Association Rule Mining in Vertically Partitioned Databases

V.MuthuLakshmi, N., & Rani, K. S. (2012) · International Journal of Computer Applications · doi:10.5120/4883-7321 · Cited by 15

Processing Over Encrypted Data

Saleh, E., Alsadeh, A., Kayed, A. K., & Meinel, C. (2016) · ACM SIGMOD Record · doi:10.1145/3022860.3022862 · Cited by 15

Anonymized noise addition in subspaces for privacy preserved data mining in high dimensional continuous data

Virupaksha, S., & Dondeti, V. (2021) · Peer-to-Peer Networking and Applications · doi:10.1007/s12083-021-01080-y · Cited by 15

Privacy Preservation in Cloud Computing Using Randomized Encoding

Kalia, P., Bansal, D., & Sofat, S. (2021) · Wireless Personal Communications · doi:10.1007/s11277-021-08588-9 · Cited by 15

Cryptanalysis of secure multiparty quantum summation

Cai, X., Wang, T., Wei, C., & Gao, F. (2022) · Quantum Information Processing · doi:10.1007/s11128-022-03638-y · Cited by 15

An Algorithm for Privacy-Preserving Quantitative Association Rules Mining

Jing, W., Huang, L., Luo, Y., Xu, W., & Yao, Y. (2006) · IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) · doi:10.1109/dasc.2006.18 · Cited by 15

Large-Scale Multi-party Counting Set Intersection Using a Space Efficient Global Synopsis

Karapiperis, D., Vatsalan, D., Verykios, V. S., & Christen, P. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-18123-3_20 · Cited by 15

Privacy-Preserving Data Mining for Distributed Medical Scenarios

Scardapane, S., Altilio, R., Ciccarelli, V., Uncini, A., & Panella, M. (2017) · Smart innovation, systems and technologies · doi:10.1007/978-3-319-56904-8_12 · Cited by 15

Data Privacy Protection Based on Micro Aggregation with Dynamic Sensitive Attribute Updating

Shi, Y., Zhang, Z., Chao, H., & Shen, B. (2018) · Sensors · doi:10.3390/s18072307 · Cited by 15

Data privacy protection in multi-party clustering

Yang, W., & Huang, S. (2008) · Data & Knowledge Engineering · doi:10.1016/j.datak.2008.06.007 · Cited by 15

An Effective Method for Privacy Preserving Association Rule Mining

ZHANG, P. (2006) · Journal of Software · doi:10.1360/jos171764 · Cited by 15

Differentiated Location Privacy Protection in Mobile Communication Services: A Survey from the Semantic Perception Perspective

Qiu, G., Tang, G., Li, C., Luo, L., Guo, D., & Shen, Y. (2023) · ACM Computing Surveys · doi:10.1145/3617589 · Cited by 14

Research on Distributed Privacy-Preserving Data Mining

Jia, Z., -, L. P., -, S. L., -, Y. X., & Zhang, M. (2012) · Journal of Convergence Information Technology · doi:10.4156/jcit.vol7.issue1.43 · Cited by 4

A cryptographic study of privacy-preserving data mining in distributed environment

蘇, 春. (2009)

A Survey of Privacy Preserving Distributed Data Mining

Zhang, G. (2006) · Computer Knowledge and Technology

ADVANCE SOLUTION FOR PRIVACY PRESERVING IN DISTRIBUTED DATA MINING

Raut, A., Sherekar, S. S., & Thakare, D. V. M. (2019) · Journal of Emerging Technologies and Innovative Research

A Utility-Aware Privacy Preserving Framework For Distributed Data Mining With Worst Case Privacy Guarantee

Banerjee, M. (2011) · doi:10.13016/m2nx17 · Cited by 1