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

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. (2013) · IGI Global eBooks · doi:10.4018/978-1-61350-323-2.ch2.12 · Cited by 1

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. (2012) · IGI Global eBooks · doi:10.4018/978-1-4666-2148-0.ch003 · Cited by 1

A novel cryptographic protocol for privacy preserving classification over distributed encrypted databases

Saxena, A., & Krishna, P. R. (2022) · Journal of Banking and Financial Technology · doi:10.1007/s42786-022-00042-z · Cited by 1

An Efficient Solution for Privacy-preserving Naïve Bayes Classification in Fully Distributed Data Model

Hien, V. D. (2022) · Journal of Science and Technology on Information security · doi:10.54654/isj.v1i15.840 · Cited by 1

A High-Speed Codec Architecture for Lagrange Coded Computing

Xiong, B., Tian, J., & Wang, Z. (2022) · IEEE International Symposium on Circuits and Systems proceedings · doi:10.1109/iscas48785.2022.9937664 · Cited by 1

CloudMine: Multi-Party Privacy-Preserving Data Analytics ServicePreprint

Anh, D. T. T., Thanh, Q. V., & Datta, A. (2012) · arXiv (Cornell University) · doi:10.48550/arxiv.1206.2038 · Cited by 1

Secure Top-k Subgroup Discovery

Großkreutz, H., Lemmen, B., & Stefan Rüping, A. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-19896-0_4 · Cited by 1

The motivation and proposition of a privacy-enhancing architecture for operational databases

Wahlstrom, K., & Quirchmayr, G. (2007) · Adelaide Research & Scholarship (AR&S) (University of Adelaide) · Cited by 1

Ocena algorytmów odkrywania reguł asocjacji wraz z ochroną prywatności danych

Gorawski, M., & Stachurski, K. (2013) · doi:10.21936/si2005_v26.n2.590 · Cited by 1

Reliable Intersection Computation within Malicious Environments

Böttcher, S., & Obermeier, S. (2008) · Communications in computer and information science · doi:10.1007/978-3-540-88653-2_18 · Cited by 1

Employing PRBAC for privacy preserving data publishing

Dafa-Alla, A. F. A., Sohn, G., & Ryu, K. H. (2009) · International Conference on Information Sciences and Interaction Sciences · doi:10.1145/1655925.1656186 · Cited by 1

Efficient Sanitization of Informative Association Rules with Updates

Wang, S.-L., Maskey, R., Jafari, A. A., & Hong, T. (2006) · IEEE International Conference on Information and Automation (ICIA) · doi:10.1109/icinfa.2006.374170 · Cited by 1

Models and Algorithms for Private Data Sharing

Mohammed, N. (2012) · Spectrum Research Repository (Concordia University) · Cited by 1

SECURE IMAGE PROCESSING

Hu, N. (2007) · UKnowledge (University of Kentucky) · Cited by 1

One Scan Sanitization of Informative Association Rules

Wang, S.-L., Maskey, R., & Jafari, A. A. (2006) · IEEE International Conference on Information Reuse and Integration (IRI) · doi:10.1109/iri.2006.252467 · Cited by 1

Analysis of Data and Traffic Management during Privacy Preservation in Secure Multiparty Computation

Shaikh, Z., Sojatia, T., Pathak, P., & Bhalerao, S. (2010) · Cited by 1

Infinite Choices of Data Aggregations with Linear Number of Keys.Preprint

Jung, T., & Li, X. (2013) · arXiv (Cornell University) · Cited by 1

Speeding up privacy preserving data mining techniques

Tran, H. D. (2016) · doi:10.32657/10356/68814 · Cited by 1

Privacy Preserving OLAP Data Cubes

Cuzzocrea, A. (2014) · IGI Global eBooks · doi:10.4018/978-1-4666-5202-6.ch169 · Cited by 1

Privacy-preserving statistical analysis methods and their applications on health research

Boroujerdi, A. S. (2016) · Memorial University Research Repository (Memorial University) · Cited by 1

Private aggregation on untrusted servers with customizable thresholdsPreprint

Patsakis, C., Clear, M., & Laird, P. R. (2013) · IACR Cryptology ePrint Archive · Cited by 1

APHID: A Practical Architecture for High-Performance, Privacy-Preserving Data Mining.

Secretan, J., Koufakou, A., & Georgiopoulos, M. (2009) · DMIN · Cited by 1

Quantum Secure Multiparty Computation based on Secure Summation and QKDPreprint

Kumar, M., & Mondal, B. (2025) · Research Square · doi:10.21203/rs.3.rs-6706796/v1 · Cited by 1

A Secure and Optimal Data Clustering Technique over Distributed Networks

Bala, M. Y., & Jayaprada, S. (2014) · Advances in intelligent systems and computing · doi:10.1007/978-3-319-13728-5_19

Privacy Preserving Reputation Management in Social Networks

Hasan, O., & Brunie, L. (2013) · Lecture notes in social networks · doi:10.1007/978-3-7091-0894-9_8

Workshop Proposal: Statistical and Learning-Theoretic Challenges in Data Privacy

Dwork, C., & Slavković, A. (2010)

Cyber-physical data distillation in a sensor rich world

Abdelzaher, T., & Ahmadi, H. (2011)

From Collaborative to Privacy-Preserving Sequential Pattern Mining

Kapoor, V., Pascal Poncelet, B., Trousset, F., & Teisseire, M. (2010) · Advanced information and knowledge processing · doi:10.1007/978-1-84996-238-4_7

Bezpieczna klasteryzacja bazująca na gęstości poziomo rozproszonych danych przestrzennych

Gorawski, M., & Łuk, M. (2013) · doi:10.21936/si2007_v28.n3a.548

Perturbation based privacy for time-series data

Abdelzaher, T., & Pham, N. D. (2010)

An Efficient Hybrid T echnique for Information Sharing using HECC and CHAP

Upadhyay, S., & Maurya, J. P. (2014)

A Survey on the Privacy Preserving Algorithm and techniques of Association Rule Mining

Fouladfar, M., & Dehkordi, M. N. (2015) · Advances in computer science : an international journal

Simulation of Collision Resistant Secure Sum ProtocolPreprint

Shukla, S., Sadashivappa, G., & Mishra, D. K. (2014) · arXiv (Cornell University) · doi:10.48550/arxiv.1411.7756

User-controlled privacy for personal mobile data

Paradesi, S. (2014) · DSpace@MIT (Massachusetts Institute of Technology)

A Secure Protocol to Maintain Data Privacy in Data Mining

Camara, F., Ndiaye, S., & Slimani, Y. (2009) · Lecture notes in computer science · doi:10.1007/978-3-642-03348-3_40

Privacy Preserving Data-as-a-Service Mashups

Arafati, M. (2013) · Spectrum Research Repository (Concordia University)

Learning from perturbed data for privacy-preserving data mining

Sivakumar, K., & Ma, J. (2006)

Computing Join Aggregates over Private Tables

She, R., Wang, K., Fu, A. W.-C., & Xu, Y. (2007) · Lecture notes in computer science · doi:10.1007/978-3-540-74553-2_8

Mining Information from Model Build Without Information Disclosure

Sumana, M., & Hareesha, K. S. (2013) · Lecture notes in electrical engineering · doi:10.1007/978-81-322-1157-0_83

Privacy leaks in spatio-temporal trajectory publishing

Kaplan, E. (2009) · Sabanci University

A Secured MultiParty Computational Protocol to Protect Cyber Space

Mishra, D. K., & Chandwani, M. (2010) · Information Security Journal A Global Perspective · doi:10.1080/19393550903532553

A collaborative distributed privacy-sensitive decision support system for monitoring heterogeneous data sources

Kargupta, H., Sarkar, K., Aswath, D., & Handy, W. D. (2005) · International Conference on Collaboration Technologies and Systems (CTS) · doi:10.1109/iscst.2005.1553338

Study on distributed privacy preserving data mining

Wang, B., & Shen, Y. (2014) · World Journal of Engineering · doi:10.1260/1708-5284.11.2.163

Sensitive Data Leak Detection Based on Boundary Detection

Jia, X. F., Ning, B., Gao, S., & Li, T. (2014) · Advanced materials research · doi:10.4028/www.scientific.net/amr.1049-1050.1154

A Blakley Secret Sharing Scheme without Trusted Share Distributed Center

Yisheng, X., Wu, S., & Chen, H. (2011) · International Conference on Computational Intelligence and Security (CIS) · doi:10.1109/cis.2011.140

Analysis of Data in Secure Multiparty Computation

Shaikh, Z., Puntambekar, D., Pathak, P., & Bhati, D. (2009) · IEEE International Advance Computing Conference · doi:10.1109/iadcc.2009.4809103

Privacy Preserving Using Dummy Data for Set Operations in Itemset Mining Implemented with ZDDs

Otaki, K., Sugiyama, M., & Yamamoto, A. (2012) · IEICE Transactions on Information and Systems · doi:10.1587/transinf.e95.d.3017

Privacy-Preserving Statistical Analysis Method by Splitting Server Roles for Distributed Real-World Data

ISHII, J., Maeomichi, H., Tsutsui, A., & Yoda, I. (2014) · IEICE Transactions on Communications · doi:10.1587/transcom.e97.b.1779

Topics in Knowledge Bases: Epistemic Ontologies and Secrecy-preserving Reasoning

Tao, J. (2012) · doi:10.31274/etd-180810-479

Efficient Privacy Preserving Protocols for Decentralized Computation of Reputation

Hasan, O., Bertino, E., & Brunie, L. (2009)

SMC Protocol for Naïve Bayes Classification over Grid Partitioned Data using Multiple UTPs

Gangrade, A., & Patel, R. (2013) · International Journal of Computer Applications · doi:10.5120/10639-5392

Toward Optimal Additive Noise Distribution for Privacy Protection in Mobile Statistics Aggregation

Zhang, H., Wen, Y., Hu, H., & Yu, N. (2013) · IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) · doi:10.1109/greencom-ithings-cpscom.2013.234

PRIVACY-PRESERVING QUERY PROCESSING ON OUTSOURCED DATABASES IN CLOUD COMPUTING

Barouti, S. (2013) · Spectrum Research Repository (Concordia University)

Theory-Inspired Optimizations for Privacy Preserving Distributed OLAP Algorithms

Cuzzocrea, A., & Bertino, E. (2014) · Lecture notes in computer science · doi:10.1007/978-3-319-07617-1_39

Data Security Using Decomposition

Maheswari, N., & Revathi, M. (2014) · doi:10.6703/ijase.2014.12(4).303

Finding the state sequence maximizing P(O; I|λ) on distributed HMMs with Privacy

Renckes, Ş., Polat, H., & Oysal, Y. (2009) · IEEE Symposium on Computational Intelligence in Cyber Security (CICS) · doi:10.1109/cicybs.2009.4925103

Aida : Minimizing Communication Overhead And Enhance Privacy Of Shared Data

Govardhani, G., & Srinivas, D. (2014)

Some Future Trends in Data Mining

Wang, X., Zhu, P. F., Felici, G., & Triantaphyllou, E. (2006) · Springer eBooks · doi:10.1007/0-387-34296-6_20

Efficient Hiding of Collaborative Recommendation Association Rules with Updates

Wang, S.-L., Lai, T.-Z., Hong, T., & Wu, Y.-L. (2008) · International Conference on Machine Learning and Applications · doi:10.1109/icmla.2008.33

Joint Purchasing of Retailers under Protection of Cost Information

Fang, L. (2011) · International Joint Conference on Computational Sciences and Optimization (CSO) · doi:10.1109/cso.2011.159

Secure Multi Party Computation Technique for Classification Rule Sharing

Murugeshwari, B., Jayakumar, C., & Sarukesi, K. (2012) · International Journal of Computer Applications · doi:10.5120/8764-2683

Congestion Control during Data Privacy in Secure Multiparty Computation

Shaikh, Z., Bhati, D., Puntambekar, D., Pathak, P., & Mishra, D. K. (2009) · International Conference on Emerging Trends in Engineering and Technology (ICETET) · doi:10.1109/icetet.2009.63

Matrix Decomposition-Based Data Distortion Techniques for Privacy Preservation in Data Mining

Zhang, J., Wang, J., & Xu, S. (2007)

A Privacy-Enhancing Architecture for Databases

Wahlstrom, K., & Quirchmayr, G. (2014)

A New Method on Personalized Privacy Preserving Multi-classification

Fu, Y., Sun, C., Zhou, J., & Fang, Y. (2011) · International Conference on Network Computing and Information Security · doi:10.1109/ncis.2011.59

Privacy Preserving Vehicle Purchase Marketplace

Sehgal, S. K., & Saroop, A. (2007) · International Conference on Computing: Theory and Applications · doi:10.1109/iccta.2007.107

A Flexible Method of Privacy Preserving Clustering

Yang, W. (2008) · International Conference on Computer and Electrical Engineering · doi:10.1109/iccee.2008.160

Information and Data Privacy - An Indian PerspectivePreprint

Dutta, R. P. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1976127

Réputation et respect de la vie privée dans les réseaux dynamiques auto-organisés

Lajoie-Mazenc, P. (2015) · doi:10.70675/5462bac5z5ff0z45caz9ae6z20989aefeac6

STAR TOPOLOGICAL SECURE SUM PROTOCOL WITH TRUSTED THIRD PARTY

Rautaray, J., & Kumar, R. (2013) · International Journal of Innovative Research in Science Engineering and Technology

Distributed Data Mining Privacy by Decomposition (DDMPD) with Naive Bayes Classifier and Genetic Algorithm

Jena, L., & Kamila, N. K. (2013)

An efficient Privacy Preserving Data Clustering over Distributed Networks

Kananka, G., & Laksmi, M. (2014)

DEFINING AND ENFORCING PRIVACY IN DATA

Kumar, A., & Machanavajjhala, V. (2008)

Performance Analysis of Privacy Preserving Naïve Bayes Classifiers for Distributed Databases

Gangrade, A., & Patel, R. (2013)

Analysis of k-Anonymity for Homogeneity Attack

Mohapatra, D., & Patra, M. R. (2014)

Privately detecting correlations in distributed time series

Sayal, M., & Singh, L. (2010)

A Survey on Privacy-Preserving Mining of Association Rule on Databases

Mane, P. M. (2014)

Horizantal DistributionAssociation Rule Mining

Lakshmi, P. D., & Rangampet, A. (2013)

Privacy Preservation of Sensitive Data used in Datamining Task

Rani, U., V (2014)

A Novel PPDM Protocol for Distributed Peer to Peer Information Sources

Kumaraswamy, S., Manjula, S. H., Venugopal, K. R., & Patnaik, L. M. (2013) · ePrints@Bangalore University (Bangalore University)

Privacy Preserving using Digital Watermarking – An Overview

Bhatia, A., & Vaswani, G. (2013)

RANDOM MATRICES AND APPLICATIONS TO DATA FILTERING

Wang, Q. (2003) · Research Exchange (Washington State University)

Grid learning classifiers : a Web based interface

Santos, M. F., Mathew, W., & Santos, H. (2011) · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)

Efficient Cryptography Technique on Perturbed Data in Distributed Environment

Goswami, N., Chauhan, T., & Doshi, N. (2012) · Advances in intelligent systems and computing · doi:10.1007/978-3-642-31513-8_24

Privacy in Multi-Agent Learning: Securely Inducing a Multi-Agent Decision Tree

Tuyls, K., & Kuijpers, B. (2005) · Document Server@UHasselt (UHasselt)

Privacy-preserving data mining via secure multiparty computation

Han, S. G. (2010) · doi:10.32657/10356/41834

e-Voting System: Technologies and Implementations

Raichel, M., & Sandeep, A. A. (2015) · International Journal of Computer Applications · doi:10.5120/20700-3348

Secure Information Brokering System with Privacy Preserving Capabilities

Patrick Raj Ezhil, F., & Mano Paul, P. (2014)

Realization of the Cryptographic Processes in Privacy Preserving

Sumana, M., & Hareesha, K. S. (2012) · Advances in intelligent systems and computing · doi:10.1007/978-81-322-0740-5_80

Fuzzy co-clustering considering site-wise confidence of vertically partitioned cooccurrence data

Oda, T., Honda, K., Ubukata, S., & Notsu, A. (2015) · Conference on Technologies and Applications of Artificial Intelligence (TAAI) · doi:10.1109/taai.2015.7407056

Collaborative Multiparty Association Rules Mining with Threshold Homomorphic Encryption

Gorawski, M., Siedlecki, Z., & Gorawska, A. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-27161-3_22

Confidential Multiparty Computation with Anonymous ID Assignment using Central Authority

Babitha, P. (2014) · IOSR Journal of Engineering · doi:10.9790/3021-04944851

Achieving Privacy in Publishing Search logs

M.Tech (S.E), V., & Srivalli, D. (2013) · IOSR Journal of Computer Engineering · doi:10.9790/0661-1315160

Privacy-Preserving Protocols for Finding the Similarity between Two DNA Sequences with a Blind Third Party1

Whang, J. J., Oh, U., -, A. K., & -, S. L. (2011) · Journal of Convergence Information Technology · doi:10.4156/jcit.vol6.issue10.5

Secure Multi-party Communication in Data-mining Applications

Chaturvedi, A., Goswami, D., Soni, R., & Kumar, B. (2015) · International Journal of Database Theory and Application · doi:10.14257/ijdta.2015.8.4.30

Confidential Data Sharing in Cloud using Anonymous Assignment Key

More, Y. B. A. P. B. (2015) · International Journal of Innovative Research in Computer and Communication Engineering · doi:10.15680/ijircce.2015.0302035

Behavioral Identification of Trusted Third Party in Secure Multiparty Computing Protocol

Shaikh, Z. (2012) · International Journal of Security Privacy and Trust Management · doi:10.5121/ijsptm.2012.1306

Distributed Secure and Privacy- PreservingInformation Using Brokering System

Jenifer.S, C., An, ., & Kumar.M, H. (2014) · International Journal of Innovative Research in Science Engineering and Technology

Privacy-preserving query processing over encrypted data in cloud

Elmehdwi, Y. (2015)

Privacy Preserving Multiview Point Based BAT Clustering Algorithm and Graph Kernel Method for Data Disambiguation on Horizontally Partitioned Data

Anitha, D. J., & Rangarajan, R. (2015) · Research Journal of Applied Sciences Engineering and Technology · doi:10.19026/rjaset.10.2473

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