Search results for "Privacy-preserving data mining"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Charu C. Aggarwal, Philip S. Yu	A Survey of Randomization Methods for Privacy-Preserving Data Mining.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
3	Charu C. Aggarwal, Philip S. Yu	A General Survey of Privacy-Preserving Data Mining Models and Algorithms.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
3	Josep Domingo-Ferrer	A Survey of Inference Control Methods for Privacy-Preserving Data Mining.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
3	Charu C. Aggarwal, Philip S. Yu	An Introduction to Privacy-Preserving Data Mining.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
3	Keke Chen, Ling Liu	A Survey of Multiplicative Perturbation for Privacy-Preserving Data Mining.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
3	Elisa Bertino, Dan Lin, Wei Jiang	A Survey of Quantification of Privacy Preserving Data Mining Algorithms.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
3	Vincent Yan Fu Tan, See-Kiong Ng	Generic Probability Density Function Reconstruction for Randomization in Privacy-Preserving Data Mining.	MLDM	2007	DBLP DOI BibTeX RDF	Randomization, Quadratic Programming, Privacy-preserving data mining, Convex Set, Parzen-Windows
3	Anour F. A. Dafa-Alla, Eun Hee Kim, Keun Ho Ryu, Yong Jun Heo	PRBAC: An Extended Role Based Access Control for Privacy Preserving Data Mining.	ACIS-ICIS	2005	DBLP DOI BibTeX RDF	RBAC, Privacy preserving data mining
3	Bart Goethals, Sven Laur, Helger Lipmaa, Taneli Mielikäinen	On Private Scalar Product Computation for Privacy-Preserving Data Mining.	ICISC	2004	DBLP DOI BibTeX RDF	private scalar product protocol, vertically partitioned frequent pattern mining, Privacy-preserving data mining
2	Bin Yang, Hiroshi Nakagawa, Issei Sato, Jun Sakuma	Collusion-resistant privacy-preserving data mining.	KDD	2010	DBLP DOI BibTeX RDF	data mining, privacy, distributed, secure multiparty computation, collusion
2	Meena Dilip Singh, P. Radha Krishna, Ashutosh Saxena	A cryptography based privacy preserving solution to mine cloud data.	Bangalore Compute Conf.	2010	DBLP DOI BibTeX RDF	encrypted data, private equality test, cryptography, privacy preserving data mining
2	Zhouxuan Teng, Wenliang Du	A hybrid multi-group approach for privacy-preserving data mining.	Knowl. Inf. Syst.	2009	DBLP DOI BibTeX RDF	SMC, Privacy, Randomization, Hybrid
2	A. K. Upadhayay, Abhijat Agarwal, Rachita Masand, Rajeev Gupta	Privacy Preserving Data Mining: A New Methodology for Data Transformation.	IHCI	2009	DBLP DOI BibTeX RDF
2	Isaac Cano, Guillermo Navarro-Arribas, Vicenç Torra	A new framework to automate constrained microaggregation.	CIKM-PAVLAD	2009	DBLP DOI BibTeX RDF	microaggregation with constraints, privacy preserving data mining, data privacy, microaggregation, data editing
2	Yingpeng Sang, Hong Shen, Hui Tian	Reconstructing Data Perturbed by Random Projections When the Mixing Matrix Is Known.	ECML/PKDD	2009	DBLP DOI BibTeX RDF	Underdetermined Independent Component Analysis, Privacy-preserving Data Mining, Principle Component Analysis, Maximum A Posteriori, Data Perturbation, Data Reconstruction
2	Charu C. Aggarwal, Philip S. Yu	On static and dynamic methods for condensation-based privacy-preserving data mining.	ACM Trans. Database Syst.	2008	DBLP DOI BibTeX RDF	databases data mining, Privacy, k-anonymity
2	Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen	Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods.	Communications and Discoveries from Multidisciplinary Data	2008	DBLP DOI BibTeX RDF	horizontal partition, classification, privacy-preserving data mining, vertical partition
2	Qingkai Ma, Ping Deng	Secure Multi-party Protocols for Privacy Preserving Data Mining.	WASA	2008	DBLP DOI BibTeX RDF	privacy preserving data mining, secure multiparty computation
2	Aggelos Kiayias, Shouhuai Xu, Moti Yung	Privacy Preserving Data Mining within Anonymous Credential Systems.	SCN	2008	DBLP DOI BibTeX RDF
2	Zhengli Huang, Wenliang Du	OptRR: Optimizing Randomized Response Schemes for Privacy-Preserving Data Mining.	ICDE	2008	DBLP DOI BibTeX RDF
2	Emmanouil Magkos, Manolis Maragoudakis, Vassilios Chrissikopoulos, Stefanos Gritzalis	Accuracy in Privacy-Preserving Data Mining Using the Paradigm of Cryptographic Elections.	Privacy in Statistical Databases	2008	DBLP DOI BibTeX RDF	Privacy and accuracy, Frequency mining, Distributed systems, Homomorphic encryption
2	Jayant R. Haritsa	Mining Association Rules under Privacy Constraints.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Murat Kantarcioglu	A Survey of Privacy-Preserving Methods Across Horizontally Partitioned Data.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Vassilios S. Verykios, Aris Gkoulalas-Divanis	A Survey of Association Rule Hiding Methods for Privacy.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Jaideep Vaidya	A Survey of Privacy-Preserving Methods Across Vertically Partitioned Data.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Shubha U. Nabar, Krishnaram Kenthapadi, Nina Mishra, Rajeev Motwani	A Survey of Query Auditing Techniques for Data Privacy.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Kun Liu, Chris Giannella, Hillol Kargupta	A Survey of Attack Techniques on Privacy-Preserving Data Perturbation Methods.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Charu C. Aggarwal	Privacy and the Dimensionality Curse.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Yabo Xu, Ke Wang, Ada Wai-Chee Fu, Rong She, Jian Pei	Privacy-Preserving Data Stream Classification.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Kobbi Nissim	Private Data Analysis via Output Perturbation - A Rigorous Approach to Constructing Sanitizers and Privacy Preserving Algorithms.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Ming Hua, Jian Pei	A Survey of Utility-based Privacy-Preserving Data Transformation Methods.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Valentina Ciriani, Sabrina De Capitani di Vimercati, Sara Foresti, Pierangela Samarati	k -Anonymous Data Mining: A Survey.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Yufei Tao, Xiaokui Xiao	Personalized Privacy Preservation.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Stephen E. Fienberg, Aleksandra B. Slavkovic	A Survey of Statistical Approaches to Preserving Confidentiality of Contingency Table Entries.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Suresh Venkatasubramanian	Measures of Anonymity.	Privacy-Preserving Data Mining	2008	DBLP DOI BibTeX RDF
2	Mahir Can Doganay, Thomas Brochmann Pedersen, Yücel Saygin, Erkay Savas, Albert Levi	Distributed privacy preserving k-means clustering with additive secret sharing.	PAIS	2008	DBLP DOI BibTeX RDF	secret sharing, k-means clustering, privacy preserving data mining, secure multiparty computation
2	Shipeng Yu, Glenn Fung, Rómer Rosales, Sriram Krishnan, R. Bharat Rao, Cary Dehing-Oberije, Philippe Lambin	Privacy-preserving cox regression for survival analysis.	KDD	2008	DBLP DOI BibTeX RDF	cox regression, privacy-preserving data mining, survival analysis
2	Dong Seong Kim, Muhammad Anwarul Azim, Jong Sou Park	Privacy Preserving Support Vector Machines in Wireless Sensor Networks.	ARES	2008	DBLP DOI BibTeX RDF	security, data mining, Sensor networks, energy efficiency, privacy preserving data mining
2	Zhengli Huang, Wenliang Du, Zhouxuan Teng	Searching for Better Randomized Response Schemes for Privacy-Preserving Data Mining.	PKDD	2007	DBLP DOI BibTeX RDF
2	Xiaodan Wu, Chao-Hsien Chu, Yunfeng Wang, Fengli Liu, Dianmin Yue	Privacy Preserving Data Mining Research: Current Status and Key Issues.	International Conference on Computational Science	2007	DBLP DOI BibTeX RDF	data mining, Privacy preserving
2	Jie Wang, Jun Zhang 0001	Addressing Accuracy Issues in Privacy Preserving Data Mining through Matrix Factorization.	ISI	2007	DBLP DOI BibTeX RDF
2	Patrick Sharkey, Hongwei Tian, Weining Zhang, Shouhuai Xu	Privacy-Preserving Data Mining through Knowledge Model Sharing.	PinKDD	2007	DBLP DOI BibTeX RDF
2	Weiwei Jing, Liusheng Huang, Yifei Yao, Weijiang Xu	Privacy-preserving statistical quantitative rules mining.	Infoscale	2007	DBLP DOI BibTeX RDF	statistical quantitative rules, privacy-preserving data mining
2	Songtao Guo, Xintao Wu, Yingjiu Li	On the Lower Bound of Reconstruction Error for Spectral Filtering Based Privacy Preserving Data Mining.	PKDD	2006	DBLP DOI BibTeX RDF
2	Kun Liu, Chris Giannella, Hillol Kargupta	An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining.	PKDD	2006	DBLP DOI BibTeX RDF
2	Li Liu, Bhavani M. Thuraisingham	The Applicability of the Perturbation Model-based Privacy Preserving Data Mining for Real-world Data.	ICDM Workshops	2006	DBLP DOI BibTeX RDF
2	Songtao Guo, Xintao Wu	On the use of spectral filtering for privacy preserving data mining.	SAC	2006	DBLP DOI BibTeX RDF	disclosure analysis, privacy preserving, spectral filtering
2	Alex Gurevich, Ehud Gudes	Recent Research on Privacy Preserving Data Mining.	ICISS	2006	DBLP DOI BibTeX RDF
2	Peng Zhang, Yunhai Tong, Shiwei Tang, Dongqing Yang	KD3 Scheme for Privacy Preserving Data Mining.	ISI	2006	DBLP DOI BibTeX RDF
2	Kun Liu, Hillol Kargupta, Jessica Ryan	Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	multiplicative data perturbation, privacy preserving data mining, Random projection
2	Zhiqiang Yang, Rebecca N. Wright	Privacy-Preserving Computation of Bayesian Networks on Vertically Partitioned Data.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	Bayesian networks, privacy-preserving data mining, Data privacy
2	Arik Friedman, Assaf Schuster, Ran Wolff	k-Anonymous Decision Tree Induction.	PKDD	2006	DBLP DOI BibTeX RDF	decision trees, k-anonymity, privacy preserving data mining
2	Josep Domingo-Ferrer, Francesc Sebé	Optimal Multivariate 2-Microaggregation for Microdata Protection: A 2-Approximation.	Privacy in Statistical Databases	2006	DBLP DOI BibTeX RDF	Clustering, Privacy-preserving data mining, Statistical disclosure control, Statistical databases, Microaggregation
2	Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar	Random-data perturbation techniques and privacy-preserving data mining.	Knowl. Inf. Syst.	2005	DBLP DOI BibTeX RDF	Security, Data mining, Privacy, Random perturbation
2	Elisa Bertino, Igor Nai Fovino, Loredana Parasiliti Provenza	A Framework for Evaluating Privacy Preserving Data Mining Algorithms.	Data Min. Knowl. Discov.	2005	DBLP DOI BibTeX RDF
2	Jinlong Wang, Congfu Xu, Huifeng Shen, Yunhe Pan	Hierarchical Infrastructure for Large-Scale Distributed Privacy-Preserving Data Mining.	International Conference on Computational Science	2005	DBLP DOI BibTeX RDF
2	Nan Zhang 0004, Wei Zhao, Jianer Chen	Performance Measurements for Privacy Preserving Data Mining.	PAKDD	2005	DBLP DOI BibTeX RDF
2	Chai Wah Wu	Privacy preserving data mining with unidirectional interaction.	ISCAS	2005	DBLP DOI BibTeX RDF
2	Sven Laur, Helger Lipmaa, Taneli Mielikäinen	Private Itemset Support Counting.	ICICS	2005	DBLP DOI BibTeX RDF	private frequent itemset mining, private itemset support counting, private subset inclusion test, privacy-preserving data mining
2	Vassilios S. Verykios, Elisa Bertino, Igor Nai Fovino, Loredana Parasiliti Provenza, Yücel Saygin, Yannis Theodoridis	State-of-the-art in privacy preserving data mining.	SIGMOD Record	2004	DBLP DOI BibTeX RDF
2	Bobi Gilburd, Assaf Schuster, Ran Wolff	Privacy-Preserving Data Mining on Data Grids in the Presence of Malicious Participants.	HPDC	2004	DBLP DOI BibTeX RDF
2	Charu C. Aggarwal, Philip S. Yu	A Condensation Approach to Privacy Preserving Data Mining.	EDBT	2004	DBLP DOI BibTeX RDF
2	Takuya Fukasawa, Jiahong Wang, Toyoo Takata, Masatoshi Miyazaki	An Effective Distributed Privacy-Preserving Data Mining Algorithm.	IDEAL	2004	DBLP DOI BibTeX RDF
2	Michael Yu Zhu, Lei Liu	Optimal randomization for privacy preserving data mining.	KDD	2004	DBLP DOI BibTeX RDF	individual privacy, randomization operator, mixture model
2	Rebecca N. Wright, Zhiqiang Yang	Privacy-preserving Bayesian network structure computation on distributed heterogeneous data.	KDD	2004	DBLP DOI BibTeX RDF	Bayesian network, distributed databases, privacy-preserving data mining
2	Stanley R. M. Oliveira, Osmar R. Zaïane, Yücel Saygin	Secure Association Rule Sharing.	PAKDD	2004	DBLP DOI BibTeX RDF	Protecting sensitive knowledge, Sharing association rules, Data sanitization, Sanitizing algorithms, Privacy preserving data mining
2	Andris Ambainis, Markus Jakobsson, Helger Lipmaa	Cryptographic Randomized Response Techniques.	Public Key Cryptography	2004	DBLP DOI BibTeX RDF	randomized response technique, privacy, privacy-preserving data-mining, oblivious transfer, polling, binary symmetric channel
2	Vicenç Torra	Microaggregation for Categorical Variables: A Median Based Approach.	Privacy in Statistical Databases	2004	DBLP DOI BibTeX RDF	Masking methods, Clustering, Privacy preserving data mining, Data protection, Categorical data, Microaggregation
2	Vicenç Torra, Sadaaki Miyamoto	Evaluating Fuzzy Clustering Algorithms for Microdata Protection.	Privacy in Statistical Databases	2004	DBLP DOI BibTeX RDF	Fuzzy clustering, Privacy preserving data mining, Statistical Disclosure Control, Inference Control, Microaggregation, Microdata Protection
2	Yehuda Lindell, Benny Pinkas	Privacy Preserving Data Mining.	J. Cryptology	2002	DBLP DOI BibTeX RDF
2	Chris Clifton, Murat Kantarcioglu, Jaideep Vaidya, Xiaodong Lin, Michael Y. Zhu	Tools for Privacy Preserving Data Mining.	SIGKDD Explorations	2002	DBLP DOI BibTeX RDF	security, privacy
2	Ramakrishnan Srikant	Privacy Preserving Data Mining: Challenges and Opportunities.	PAKDD	2002	DBLP DOI BibTeX RDF
2	Dakshi Agrawal, Charu C. Aggarwal	On the Design and Quantification of Privacy Preserving Data Mining Algorithms. (PDF / PS)	PODS	2001	DBLP DOI BibTeX RDF
2	Yehuda Lindell, Benny Pinkas	Privacy Preserving Data Mining.	CRYPTO	2000	DBLP DOI BibTeX RDF
1	Guillermo Navarro-Arribas, Vicenç Torra, Arnau Erola, Jordi Castellà-Roca	User k-anonymity for privacy preserving data mining of query logs.	Inf. Process. Manage.	2012	DBLP DOI BibTeX RDF
1	Paramjeet, Vadlamani Ravi, Nekuri Naveen, Chillarige Raghavendra Rao	Privacy preserving data mining using particle swarm optimisation trained auto-associative neural network: an application to bankruptcy prediction in banks.	IJDMMM	2012	DBLP DOI BibTeX RDF
1	Sin G. Teo, Vincent C. S. Lee, Shuguo Han	A Study of Efficiency and Accuracy of Secure Multiparty Protocol in Privacy-Preserving Data Mining.	AINA Workshops	2012	DBLP DOI BibTeX RDF
1	Dan Bogdanov, Roman Jagomägis, Sven Laur	A Universal Toolkit for Cryptographically Secure Privacy-Preserving Data Mining.	PAISI	2012	DBLP DOI BibTeX RDF
1	Md. Zahidul Islam, Ljiljana Brankovic	Privacy preserving data mining: A noise addition framework using a novel clustering technique.	Knowl.-Based Syst.	2011	DBLP DOI BibTeX RDF
1	Pradeep Kumar, Kishore Varma Indukuri, Ashish Sureka	Fuzzy based clustering algorithm for privacy preserving data mining.	IJBIS	2011	DBLP DOI BibTeX RDF
1	Mohammadreza Keyvanpour, Somayyeh Seifi Moradi	Classification and Evaluation the Privacy Preserving Data Mining Techniques by using a Data Modification-based Framework	CoRR	2011	DBLP BibTeX RDF
1	Yaping Li, Minghua Chen, Qiwei Li, Wei Zhang 0010	Enabling Multi-level Trust in Privacy Preserving Data Mining	CoRR	2011	DBLP BibTeX RDF
1	Fosca Giannotti, Laks V. S. Lakshmanan, Anna Monreale, Dino Pedreschi, Wendy Hui Wang	Privacy-Preserving Data Mining from Outsourced Databases.	Computers, Privacy and Data Protection	2011	DBLP DOI BibTeX RDF
1	Duc H. Tran, Wee Keong Ng, Hoon Wei Lim, Hai-Long Nguyen	An Efficient Cacheable Secure Scalar Product Protocol for Privacy-Preserving Data Mining.	DaWaK	2011	DBLP DOI BibTeX RDF
1	Ravi Mukkamala, Vikas G. Ashok	Fuzzy-based Methods for Privacy-Preserving Data Mining.	ITNG	2011	DBLP DOI BibTeX RDF
1	Marina Blanton	Achieving Full Security in Privacy-Preserving Data Mining.	SocialCom/PASSAT	2011	DBLP DOI BibTeX RDF
1	Atsuko Miyaji, Mohammad Shahriar Rahman	Privacy-Preserving Data Mining: A Game-Theoretic Approach.	DBSec	2011	DBLP DOI BibTeX RDF
1	Keng-Pei Lin, Ming-Syan Chen	On the Design and Analysis of the Privacy-Preserving SVM Classifier.	IEEE Trans. Knowl. Data Eng.	2011	DBLP DOI BibTeX RDF	classification, support vector machines, Privacy-preserving data mining
1	Susan B. Davidson, Sanjeev Khanna, Tova Milo, Debmalya Panigrahi, Sudeepa Roy	Provenance views for module privacy.	PODS	2011	DBLP DOI BibTeX RDF
1	Guillermo Navarro-Arribas, Vicenç Torra	Privacy-preserving data-mining through micro-aggregation for web-based e-commerce.	Internet Research	2010	DBLP DOI BibTeX RDF
1	M. Rajalakshmi, T. Purusothaman, S. Pratheeba	Collusion-Free Privacy Preserving Data Mining.	IJIIT	2010	DBLP BibTeX RDF
1	Nissim Matatov, Lior Rokach, Oded Maimon	Privacy-preserving data mining: A feature set partitioning approach.	Inf. Sci.	2010	DBLP DOI BibTeX RDF
1	Henrik Grosskreutz, Benedikt Lemmen, Stefan Rüping	Privacy-Preserving Data-Mining.	Informatik Spektrum	2010	DBLP DOI BibTeX RDF
1	Mohammad Ali Kadampur, Durvasula V. L. N. Somayajulu	A Noise Addition Scheme in Decision Tree for Privacy Preserving Data Mining	CoRR	2010	DBLP BibTeX RDF
1	Pingshui Wang	Survey on Privacy Preserving Data Mining.	JDCTA	2010	DBLP BibTeX RDF
1		Privacy-Preserving Data Mining.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Stergios G. Tsiafoulis, Vasilios Zorkadis	A Neural Network Clustering Based Algorithm for Privacy Preserving Data Mining.	CIS	2010	DBLP DOI BibTeX RDF
1	Stergios G. Tsiafoulis, Vasilios Zorkadis, Dimitris A. Karras	A Neural-Network Clustering-Based Algorithm for Privacy Preserving Data Mining.	FGIT-GDC/CA	2010	DBLP DOI BibTeX RDF
1	Isaac Cano, Susana Ladra, Vicenç Torra	Evaluation of information loss for privacy preserving data mining through comparison of fuzzy partitions.	FUZZ-IEEE	2010	DBLP DOI BibTeX RDF
1	Anand Sharma, Vibha Ojha	Privacy Preserving Data Mining by Cyptography.	CNSA	2010	DBLP DOI BibTeX RDF