Tools for privacy preserving distributed data mining

Fast algorithms for mining association rules

Agrawal, R., & Srikant, R. (1998) · Cited by 10,706 · see citing works

Fast Algorithms for Mining Association Rules in Large Databases

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

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 · see citing works

Privacy-preserving data mining

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

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 · see citing works

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 · see citing works

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 · see citing works

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 · see citing works

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 · see citing works

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

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

Advances in Cryptology — CRYPTO 2000

Bellare, M. (2000) · Lecture notes in computer science · doi:10.1007/3-540-44598-6 · Cited by 779 · see citing works

A fast distributed algorithm for mining association rules

Cheung, D. W.-L., Han, J., Ng, V., Fu, A. W.-C., & Fu, Y. (2002) · International Conference on Parallel and Distributed Information Systems · doi:10.1109/pdis.1996.568665 · Cited by 434 · see citing works

Cryptographic techniques for privacy-preserving data mining

Benny Pinkas, B. (2002) · ACM SIGKDD Explorations Newsletter · doi:10.1145/772862.772865 · Cited by 428 · see citing works

Secure Multi-party Computational Geometry

Atallah, M. J., & Du, W. K. (2001) · Lecture notes in computer science · doi:10.1007/3-540-44634-6_16 · Cited by 237 · see citing works

Privacy-preserving cooperative scientific computations

Du, W. K., & Atallah, M. J. (2005) · IEEE Computer Security Foundations Workshop (CSFW) · doi:10.1109/csfw.2001.930152 · Cited by 165 · see citing works

Randomization in privacy preserving data mining

Evfimievski, A. (2002) · ACM SIGKDD Explorations Newsletter · doi:10.1145/772862.772869 · Cited by 164 · see citing works

Defining Privacy for Data Mining

Clifton, C., Kantarcıoğlu, M., & Vaidya, J. S. (2002) · Cited by 125 · see citing works

A secure protocol for computing dot-products in clustered and distributed environments

Ioannidis, I., Grama, A. Y., & Atallah, M. J. (2003) · Proceedings of the International Conference on Parallel Processing · doi:10.1109/icpp.2002.1040894 · Cited by 118 · 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

L-diversity: privacy beyond k-anonymity

Machanavajjhala, A., Gehrke, J. E., Kifer, D., & Venkitasubramaniam, M. (2006) · IEEE International Conference on Data Engineering (ICDE) · doi:10.1109/icde.2006.1 · Cited by 2,397 · see citing works

Privacy-preserving data publishing: A survey of recent developments

Fung, B. C. M., Wang, K., Chen, R., & Yu, P. S. (2010) · ACM Computing Surveys · doi:10.1145/1749603.1749605 · Cited by 1,704 · see citing works

Smooth sensitivity and sampling in private data analysis

Kobbi Nissim, B., Raskhodnikova, S., & Smith, A. (2007) · ACM Symposium on Theory of Computing (STOC) · doi:10.1145/1250790.1250803 · Cited by 994 · see citing works

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

Verykios, V. S., Bertino, E., Fovino, I. N., Provenza, L. P., Saygın, Y., & Theodoridis, Y. (2004) · ACM SIGMOD Record · doi:10.1145/974121.974131 · Cited by 810 · see citing works

Information Security in Big Data: Privacy and Data Mining

Xu, L., Jiang, C., Wang, J., Yuan, J., & Ren, Y. S. (2014) · IEEE Access · doi:10.1109/access.2014.2362522 · Cited by 636 · 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

Random projection-based multiplicative data perturbation for privacy preserving distributed data mining

Liu, K., Kargupta, H., & Ryan, J. (2006) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2006.14 · Cited by 555 · see citing works

Distributed Sparse Linear Regression

Mateos, G., Bazerque, J. A., & Giannakis, G. B. (2010) · IEEE Transactions on Signal Processing · doi:10.1109/tsp.2010.2055862 · Cited by 535 · see citing works

Machine Learning Models that Remember Too Much

Song, C., Ristenpart, T., & Shmatikov, V. (2017) · Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security · doi:10.1145/3133956.3134077 · Cited by 526 · see citing works

A General Survey of Privacy-Preserving Data Mining Models and Algorithms

Aggarwal, C. C., & Yu, P. S. (2008) · The Kluwer international series on advances in database systems · doi:10.1007/978-0-387-70992-5_2 · Cited by 475 · see citing works

Deriving private information from randomized data

Huang, Z., Du, W. K., & Chen, B. (2005) · ACM SIGMOD International Conference on Management of Data (SIGMOD) · doi:10.1145/1066157.1066163 · Cited by 407 · see citing works

Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification

Du, W. K., Han, Y. S., & Chen, S. (2004) · SIAM International Conference on Data Mining · doi:10.1137/1.9781611972740.21 · Cited by 376 · see citing works

Big privacy: challenges and opportunities of privacy study in the age of big data

Yu, S. (2016) · IEEE Access · doi:10.1109/access.2016.2577036 · Cited by 307 · see citing works

Privacy-Preserving Data Mining: Methods, Metrics, and Applications

Mendes, R., & Vilela, J. P. (2017) · IEEE Access · doi:10.1109/access.2017.2706947 · Cited by 297 · see citing works

A taxonomy of privacy-preserving record linkage techniques

Vatsalan, D., Christen, P., & Verykios, V. S. (2013) · Information Systems · doi:10.1016/j.is.2012.11.005 · Cited by 295 · see citing works

Privacy Preserving Naïve Bayes Classifier for Vertically Partitioned Data

Vaidya, J. S., & Clifton, C. (2004) · SIAM International Conference on Data Mining · doi:10.1137/1.9781611972740.59 · Cited by 262 · see citing works

Privacy preserving OLAP

Agrawal, R., Srikant, R., & Thomas, D. (2005) · ACM SIGMOD International Conference on Management of Data (SIGMOD) · doi:10.1145/1066157.1066187 · Cited by 241 · see citing works

Privacy-Preserving Patient-Centric Clinical Decision Support System on Naïve Bayesian Classification

Liu, X., Lu, R., Ma, J., Chen, L., & Qin, B. (2015) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2015.2407157 · Cited by 238 · see citing works

k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data

Samanthula, B. K., Elmehdwi, Y., & Jiang, W. (2014) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2014.2364027 · Cited by 217 · see citing works

Privacy-preserving data integration and sharing

Clifton, C., Kantarcıoğlu, M., Doan, A., Schadow, G., Vaidya, J. S., Elmagarmid, A. K., & Suciu, D. M. (2004) · ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD) · doi:10.1145/1008694.1008698 · Cited by 188 · see citing works

Privacy preserving schema and data matching

Scannapieco, M., Figotin, I., Bertino, E., & Elmagarmid, A. K. (2007) · ACM SIGMOD International Conference on Management of Data (SIGMOD) · doi:10.1145/1247480.1247553 · Cited by 186 · see citing works

AnonymousNet: Natural Face De-Identification With Measurable Privacy

Li, T., & Lin, L. (2019) · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · doi:10.1109/cvprw.2019.00013 · Cited by 174 · see citing works

A scalable modular convex solver for regularized risk minimization

Teo, C. H., Smola, A. J., Vishwanathan, S. V. N., & Le, Q. V. (2007) · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · doi:10.1145/1281192.1281270 · Cited by 171 · see citing works

Randomization in privacy preserving data mining

Evfimievski, A. (2002) · ACM SIGKDD Explorations Newsletter · doi:10.1145/772862.772869 · Cited by 164 · see citing works

Private record matching using differential privacy

İnan, A., Kantarcıoğlu, M., Ghinita, G., & Bertino, E. (2010) · International Conference on Extending Database Technology (EDBT) · doi:10.1145/1739041.1739059 · Cited by 163 · see citing works

Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges

Vatsalan, D., Sehili, Z., Christen, P., & Rahm, E. (2017) · Springer eBooks · doi:10.1007/978-3-319-49340-4_25 · Cited by 163 · see citing works

Privacy-Preserving Graph Algorithms in the Semi-honest Model

Brickell, J., & Shmatikov, V. (2005) · Lecture notes in computer science · doi:10.1007/11593447_13 · Cited by 156 · see citing works

Protection and Retrieval of Encrypted Multimedia Content: When Cryptography Meets Signal Processing

Erkin, Z., Piva, A., Katzenbeisser, S., Lagendijk, R. L., Shokrollahi, J., Neven, G., & Barni, M. (2007) · EURASIP Journal on Information Security · doi:10.1155/2007/78943 · Cited by 154 · see citing works

Privacy preserving regression modelling via distributed computation

Sanil, A. P., Karr, A. F., Lin, X., & Reiter, J. P. (2004) · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · doi:10.1145/1014052.1014139 · Cited by 147 · see citing works

Data mining in distributed environment: a survey

Gan, W., Lin, J. C., Chao, H., & Zhan, J. Z. (2017) · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · doi:10.1002/widm.1216 · Cited by 147 · see citing works

A Comprehensive Comparison of Multiparty Secure Additions with Differential Privacy

Goryczka, S., & Xiong, L. (2015) · IEEE Transactions on Dependable and Secure Computing · doi:10.1109/tdsc.2015.2484326 · Cited by 143 · see citing works

Privacy preserving decision tree learning over multiple parties

Emekçi, F., Sahin, O. D., Agrawal, D., & Abbadi, A. E. (2007) · Data & Knowledge Engineering · doi:10.1016/j.datak.2007.02.004 · Cited by 142 · see citing works

Distributed Data Mining on Grids: Services, Tools, and Applications

Cannataro, M., Congiusta, A., Pugliese, A., Talia, D., & Paolo Trunfio, A. (2004) · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · doi:10.1109/tsmcb.2004.836890 · Cited by 137 · see citing works

Centralized and Distributed Anonymization for High-Dimensional Healthcare Data

Mohammed, N., Fung, B. C. M., Hung, P. C. K., & Lee, C. K. (2010) · ACM Transactions on Knowledge Discovery from Data · doi:10.1145/1857947.1857950 · Cited by 135 · see citing works

A Survey of Self-Sovereign Identity Ecosystem

Soltani, R., Nguyen, U. T., & An, A. (2021) · Security and Communication Networks · doi:10.1155/2021/8873429 · Cited by 131 · see citing works

Privacy-preserving data mining: why, how, and when

Vaidya, J. S., & Clifton, C. (2004) · IEEE Security & Privacy · doi:10.1109/msp.2004.108 · Cited by 131 · see citing works

Privacy-preserving data aggregation without secure channel: Multivariate polynomial evaluation

Jung, T., Mao, X., Li, X., Tang, S., Gong, W., & Zhang, L. (2013) · IEEE Conference on Computer Communications (INFOCOM) · doi:10.1109/infcom.2013.6567071 · Cited by 121 · see citing works

Handicapping attacker's confidence: an alternative to k-anonymization

Wang, K., Fung, B. C. M., & Yu, P. S. (2006) · Knowledge and Information Systems · doi:10.1007/s10115-006-0035-5 · Cited by 121 · see citing works

Privacy Preserving Data Mining Techniques: Current Scenario and Future Prospects

Malik, M. B., ghazi, M., & Ali, R. (2012) · International Conference on Computer and Communication Technology · doi:10.1109/iccct.2012.15 · Cited by 115 · see citing works

Template-Based Privacy Preservation in Classification Problems

Wang, K., Fung, B. C. M., & Yu, P. S. (2006) · Proceedings · doi:10.1109/icdm.2005.142 · Cited by 115 · see citing works

Lifespan Perspective on Congenital Heart Disease Research

Diller, G., Arvanitaki, A., Opotowsky, A. R., Jenkins, K. J., Moons, P., Kempny, A., Tandon, A. A., Redington, A. N., Khairy, P., Mital, S. R., et al. (2021) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2021.03.012 · Cited by 114 · see citing works

Privacy-preserving Kruskal–Wallis test

Guo, S., Zhong, S., & Zhang, A. (2013) · Computer Methods and Programs in Biomedicine · doi:10.1016/j.cmpb.2013.05.023 · Cited by 112 · see citing works

Data mining in educational technology classroom research: Can it make a contribution?

Angeli, C., Howard, S. K., Ma, J., Yang, J., & Kirschner, P. A. (2017) · Computers & Education · doi:10.1016/j.compedu.2017.05.021 · Cited by 111 · see citing works

Exact Knowledge Hiding through Database Extension

Gkoulalas-Divanis, A., & Verykios, V. S. (2008) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2008.199 · Cited by 110 · see citing works

Secure Multiparty Quantum Computation for Summation and Multiplication

Shi, R., Mu, Y., Zhong, H., Cui, J., & Zhang, S. (2016) · Scientific Reports · doi:10.1038/srep19655 · Cited by 110 · see citing works

Anonymity preserving pattern discovery

Atzori, M., Bonchi, F., Giannotti, F., & Pedreschi, D. (2006) · The VLDB Journal · doi:10.1007/s00778-006-0034-x · Cited by 109 · see citing works

Distributed data mining and agents

da Silva, J. C., Giannella, C. R., Bhargava, R., Kargupta, H., & Klusch, M. (2005) · Engineering Applications of Artificial Intelligence · doi:10.1016/j.engappai.2005.06.004 · Cited by 109 · see citing works

Efficient Privacy-Preserving k-Nearest Neighbor Search

Qi, Y., & Atallah, M. J. (2008) · IEEE International Conference on Distributed Computing Systems (ICDCS) · doi:10.1109/icdcs.2008.79 · Cited by 109 · see citing works

A privacy-preserving technique for Euclidean distance-based mining algorithms using Fourier-related transforms

Mukherjee, S., Chen, Z., & Gangopadhyay, A. (2006) · The VLDB Journal · doi:10.1007/s00778-006-0010-5 · Cited by 106 · see citing works

A Survey of Big Data Security and Privacy Preserving

Fang, W., Wen, X. Z., Zheng, Y., & Zhou, M. L. (2016) · IETE Technical Review · doi:10.1080/02564602.2016.1215269 · Cited by 103 · see citing works

Secret Handshakes with Dynamic and Fuzzy Matching.

Ateniese, G., Kirsch, J., & Blanton, M. (2007) · IRIS Research product catalog (Sapienza University of Rome) · Cited by 101 · see citing works

Enabling Multilevel Trust in Privacy Preserving Data Mining

Li, Y., Chen, M., Li, Q., & Zhang, W. (2011) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2011.124 · Cited by 100 · see citing works

Privacy-Preserving Machine Learning Algorithms for Big Data Systems

Xu, K., Yue, H., Guo, L., Guo, Y., & Fang, Y. M. (2015) · IEEE International Conference on Distributed Computing Systems (ICDCS) · doi:10.1109/icdcs.2015.40 · Cited by 100 · see citing works

Efficient privacy preservation of big data for accurate data mining

Chamikara, M. A. P., Bertök, P., Liu, D., Camtepe, S. A., & Khalil, I. (2019) · Information Sciences · doi:10.1016/j.ins.2019.05.053 · Cited by 99 · see citing works

Privacy-preserving sharing and correction of security alerts

Lincoln, P. D., Porras, P. A., & Shmatikov, V. (2004) · USENIX Security Symposium · Cited by 99 · see citing works

Internet of things and privacy preserving technologies

Oleshchuk, V. A. (2009) · International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology · doi:10.1109/wirelessvitae.2009.5172470 · Cited by 99 · see citing works

New Efficient Attacks on Statistical Disclosure Control Mechanisms

Dwork, C., & Yekhanin, S. (2008) · Lecture notes in computer science · doi:10.1007/978-3-540-85174-5_26 · Cited by 98 · see citing works

Shrinkwrap

Bater, J., He, X., Ehrich, W., Machanavajjhala, A., & Rogers, J. (2018) · Proceedings of the VLDB Endowment · doi:10.14778/3291264.3291274 · Cited by 97 · see citing works

Scalable and Parallel Boosting with MapReduce

Palit, I., & Reddy, C. K. (2011) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2011.208 · Cited by 96 · see citing works

A sanitization approach for hiding sensitive itemsets based on particle swarm optimization

Lin, J. C., Liu, Q., Fournier‐Viger, P., Hong, T., Vozn̆ák, M., & Zhan, J. (2016) · Engineering Applications of Artificial Intelligence · doi:10.1016/j.engappai.2016.03.007 · Cited by 96 · see citing works

Collusion-Tolerable Privacy-Preserving Sum and Product Calculation without Secure Channel

Jung, T., Li, X., & Wan, M. (2014) · IEEE Transactions on Dependable and Secure Computing · doi:10.1109/tdsc.2014.2309134 · Cited by 95 · see citing works

Comprehensive Survey on Big Data Privacy Protection

Binjubeir, M., Ahmed, A. A., Ismail, M. A., Sadiq, A. S., & Khan, M. K. (2019) · IEEE Access · doi:10.1109/access.2019.2962368 · Cited by 94 · see citing works

Privacy-Preserving Reputation Systems Based on Blockchain and Other Cryptographic Building Blocks: A Survey

Hasan, O., Brunie, L., & Bertino, E. (2022) · ACM Computing Surveys · doi:10.1145/3490236 · Cited by 92 · see citing works

An efficient CNN based epileptic seizures detection framework using encrypted EEG signals for secure telemedicine applications

Shoka, A. A. E., Dessouky, M. M., El‐Sayed, A., & Hemdan, E. E. (2022) · Alexandria Engineering Journal · doi:10.1016/j.aej.2022.10.014 · Cited by 92 · see citing works

Efficiency-Fairness Trade-off in Privacy-Preserving Autonomous Demand Side Management

Baharlouei, Z., & Hashemi, M. R. (2014) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2013.2296714 · Cited by 92 · see citing works

The applicability of the perturbation based privacy preserving data mining for real-world data

Liu, L., Kantarcıoğlu, M., & Thuraisingham, B. M. (2007) · Data & Knowledge Engineering · doi:10.1016/j.datak.2007.06.011 · Cited by 92 · see citing works

A distributed ensemble approach for mining healthcare data under privacy constraints

Li, Y., Bai, C., & Reddy, C. K. (2015) · Information Sciences · doi:10.1016/j.ins.2015.10.011 · Cited by 90 · see citing works

Privacy-preserving ridge regression on distributed data

Chen, Y.-R., Rezapour, A., & Tzeng, W.-G. (2018) · Information Sciences · doi:10.1016/j.ins.2018.03.061 · Cited by 88 · see citing works

Distributed privacy preserving k-means clustering with additive secret sharing

Doğanay, M. C., Pedersen, T. B., Saygın, Y., Savaş, E., & Levi, A. W. (2008) · doi:10.1145/1379287.1379291 · Cited by 88 · see citing works

Privacy Preserving Query Processing Using Third Parties

Emekçi, F., Agrawal, D., Abbadi, A. E., & Gulbeden, A. (2006) · IEEE International Conference on Data Engineering (ICDE) · doi:10.1109/icde.2006.116 · Cited by 86 · see citing works

A survey of privacy-preserving mechanisms for heterogeneous data types

Cunha, M., Mendes, R., & Vilela, J. P. (2021) · Computer Science Review · doi:10.1016/j.cosrev.2021.100403 · Cited by 85 · see citing works

Privacy-Preserving Data Mining Systems

Zhang, N., & Zhao, W. (2007) · Computer · doi:10.1109/mc.2007.142 · Cited by 83 · see citing works

Secure and scalable deduplication of horizontally partitioned health data for privacy-preserving distributed statistical computation

Yigzaw, K. Y., Michalas, A., & Bellika, J. G. (2017) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-016-0389-x · Cited by 82 · see citing works

Distributed Anonymization: Achieving Privacy for Both Data Subjects and Data Providers

Jurczyk, P., & Xiong, L. (2009) · Lecture notes in computer science · doi:10.1007/978-3-642-03007-9_13 · Cited by 79 · see citing works

A survey on federated learning in data mining

Yu, B., Mao, W., Lv, Y., Zhang, C. B. C., & Xie, Y. (2021) · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · doi:10.1002/widm.1443 · Cited by 78 · see citing works

A Tree-Based Data Perturbation Approach for Privacy-Preserving Data Mining

Li, X., & Sarkar, S. (2006) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2006.136 · Cited by 78 · see citing works

Hiding informative association rule sets

Wang, S.-L., Parikh, B., & Jafari, A. A. (2006) · Expert Systems with Applications · doi:10.1016/j.eswa.2006.05.022 · Cited by 77 · see citing works

Privacy Preserving Data Sharing With Anonymous ID Assignment

Dunning, L. A., & Kresman, R. (2012) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2012.2235831 · Cited by 77 · see citing works

Modern Privacy-Preserving Record Linkage Techniques: An Overview

Gkoulalas-Divanis, A., Vatsalan, D., Karapiperis, D., & Kantarcıoğlu, M. (2021) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2021.3114026 · Cited by 74 · see citing works

Attribute-centric anonymization scheme for improving user privacy and utility of publishing e-health data

Majeed, A. (2018) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2018.03.014 · Cited by 74 · see citing works

Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework

Kargupta, H., Das, K., & Liu, K. (2007) · Lecture notes in computer science · doi:10.1007/978-3-540-74976-9_54 · Cited by 72 · see citing works

Security issues in MANET: A review

Sheikh, R., Chande, M. S., & Mishra, D. K. (2010) · IFIP International Conference on Wireless and Optical Communications Networks (WOCN) · doi:10.1109/wocn.2010.5587317 · Cited by 72 · see citing works

Efficient anonymity-preserving data collection

Brickell, J., & Shmatikov, V. (2006) · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · doi:10.1145/1150402.1150415 · Cited by 71 · see citing works

A novel behavioral real time pricing scheme for the active energy consumers’ participation in emerging flexibility markets

Steriotis, K., Τσαούσογλου, Γ., Efthymiopoulos, N., Makris, P., & Varvarigos, E. (2018) · Sustainable Energy Grids and Networks · doi:10.1016/j.segan.2018.05.002 · Cited by 70 · see citing works

Protecting Privacy of Users in Brain-Computer Interface Applications

Agarwal, A., Dowsley, R., McKinney, N. D., Wu, D., Lin, C., Cock, M. D., & Nascimento, A. C. A. (2019) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2019.2926965 · Cited by 70 · see citing works

A Blockchain-Based Dual-Side Privacy-Preserving Multiparty Computation Scheme for Edge-Enabled Smart Grid

Guan, Z., Zhou, X. M., Liu, P., Wu, L., & Yang, W. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3061107 · Cited by 69 · see citing works

Differential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey

Husnoo, M. A., Anwar, A., Chakrabortty, R. K., Doss, R., & Ryan, M. J. (2021) · IEEE Access · doi:10.1109/access.2021.3124309 · Cited by 69 · see citing works

Secure collaboration in global design and supply chain environment: Problem analysis and literature review

Zeng, Y., Wang, L., Deng, X., Cao, X., & Khundker, N. (2012) · Computers in Industry · doi:10.1016/j.compind.2012.05.001 · Cited by 68 · see citing works

Quantum protocols for secure multi-party summation

Ji, Z., Zhang, H., Wang, H., Wu, F., Jia, J., & Wu, W. (2019) · Quantum Information Processing · doi:10.1007/s11128-018-2141-1 · Cited by 66 · see citing works

Anonymity meets game theory: secure data integration with malicious participants

Mohammed, N., Fung, B. C. M., & Debbabi, M. (2010) · The VLDB Journal · doi:10.1007/s00778-010-0214-6 · Cited by 66 · see citing works

Privacy Preserving Nearest Neighbor Search

Shaneck, M., Kim, Y., & Kumar, V. (2006) · IEEE ... International Conference on Data Mining workshops · doi:10.1109/icdmw.2006.133 · Cited by 66 · see citing works

Privacy-aware regression modeling of participatory sensing data

Ahmadi, H., Pham, N., Ganti, R., Abdelzaher, T., Nath, S., & Han, J. (2010) · ACM Conference on Embedded Networked Sensor Systems (SenSys) · doi:10.1145/1869983.1869994 · Cited by 66 · see citing works

Sovereign Joins

Agrawal, R., Asonov, D., Kantarcıoğlu, M., & Li, Y. (2006) · IEEE International Conference on Data Engineering (ICDE) · doi:10.1109/icde.2006.144 · Cited by 66 · see citing works

Efficient, Differentially Private Point EstimatorsPreprint

Smith, A. (2008) · arXiv (Cornell University) · doi:10.48550/arxiv.0809.4794 · Cited by 66 · see citing works

A Robust Sampling-Based Framework for Privacy Preserving OLAP

Cuzzocrea, A., Russo, V., & Saccà, D. (2008) · Lecture notes in computer science · doi:10.1007/978-3-540-85836-2_10 · Cited by 64 · see citing works

Privacy-preserving back-propagation and extreme learning machine algorithms

Samet, S., & Miri, A. (2012) · Data & Knowledge Engineering · doi:10.1016/j.datak.2012.06.001 · Cited by 64 · see citing works

Secure Two-Party Differentially Private Data Release for Vertically Partitioned Data

Mohammed, N., Alhadidi, D., Fung, B. C. M., & Debbabi, M. (2013) · IEEE Transactions on Dependable and Secure Computing · doi:10.1109/tdsc.2013.22 · Cited by 64 · see citing works

Secure multiparty aggregation with differential privacy

Goryczka, S., Xiong, L., & Sunderam, V. S. (2013) · EDBT/ICDT Workshops · doi:10.1145/2457317.2457343 · Cited by 64 · see citing works

Demand-side management in residential community realizing sharing economy with bidirectional PEV while additionally considering commercial area

Cheng, P.-H., Huang, T.-H., Chien, Y.-W., Wu, C.-L., Tai, C.-S., & Fu, L. (2019) · International Journal of Electrical Power & Energy Systems · doi:10.1016/j.ijepes.2019.105512 · Cited by 64 · see citing works

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 · see citing works

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 · see citing works