[PDF] Top 20 SLICING: AN APPROACH FOR DATA PUBLISHING WITH PRIVACY PRESERVING
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SLICING: AN APPROACH FOR DATA PUBLISHING WITH PRIVACY PRESERVING
... Secrecy preservative publication of PC statistics has been studied extensively in recent years. Micro data holds archives every of which encompasses material around separate object, such by way of an individual, a ... See full document
6
Privacy Preserving Unstructured Data Publishing (PPUDP) Approach for Big Data
... an approach is proposed to privacy preserving data publishing for unstructured text documents (PPUDP) at data provider level and data collector level such that he/she can ... See full document
6
Privacy Preserving Big Data publishing A scalable K anonymization approach using MapReduce
... Networked data contain interconnected entities for which inferences are to be ...the data into malicious and ...for privacy preserving which are group based records, K-anonymity ...affect ... See full document
5
SMMCOA: Maintaining Multiple Correlations between Overlapped Attributes Using Slicing Technique
... The main objective of SMMCOA is to design and develop A Model for privacy preserving data publishing where correlations between attributes are maintained in the presence of overlapped ... See full document
6
Anonymization and Aggregation of Privacy Preserving of Personal data –using Slicing Technique
... the data. The first approach toward privacy protection in data mining was to perturb the input (the data) before it is ...perturbation approach is that it lacks a formal ... See full document
5
Privacy-Preserving Trajectory Data Publishing via Differential Privacy
... the privacy mechanism in [28] with the technique they propose to obtain strong privacy, accuracy and consistency in the published data and hence publish a set of marginals from the contingency ... See full document
86
An Enhancement in Privacy Preserving Techniques for Collaborative Data Publishing
... of data becomes a significant activity and privacy takes a major role in securing the data from various ...shared data is either motivated by public benefit or by systems like NHIN ... See full document
8
A Novel Anonymization Technique For Privacy Preserving Data Publishing
... Abstract—Privacy preserving data publishing approach provides some methods and tools for publishing useful information while preserving data ...for privacy ... See full document
6
Privacy Preserving Large-Scale Rating Data Publishing
... rating data. Traditional approaches on anonymizing no matter relational data sets or transactional data set are by generalization or suppression, and the published data set has the same number ... See full document
12
Slicing Technique to Prevent Generalized Losses and Membership Disclosure in Micro Data Publishing
... in privacy preservation due to membership disclosure. Slicing performs better than bucketization, generalization and many other anonymization ...methods. Slicing handles high dimensional data ... See full document
7
A NOVEL APPROACH FOR PUBLISHING DATA WITH PRIVACY
... sharing data that contain personal information from the distributed ...the privacy protection. The Privacy preserving data analysis and the data publishing, have receive ... See full document
7
A Survey on Methods, Attacks and Metric for Privacy Preserving Data Publishing
... of data meant that the entire community could access the ...and data was removed. Therefore privacy of the individual is of great concern and has become an important chore of research ...[1]. ... See full document
9
An Analytical Study on Privacy Preserving Data Publishing using Generalization and Suppression
... to data anonymization, the most widely recognized data is two-dimensional table in social ...For privacy preserving, the characteristics of table are isolated into four classes which are ... See full document
8
Privacy preserving data publishing based on sensitivity in context of Big Data using Hive
... existing privacy models and provides the dif- ferent way of ...a privacy-preserving data publishing method, namely MNSACM, to publish micro data with multiple numerical sensitive ... See full document
20
A family of enhanced (L,alpha) diversity models for privacy preserving data publishing
... of data for mining purposes. Recently, a novel l-diversity privacy model was proposed, however, even an l-diverse data set may have some severe problems leading to reveal individual sensitive ... See full document
24
A Fuzzy Approach for Privacy Preserving in Data Mining
... synthetic data sets, and compared with other l- diversity ...generalization data quality in contrast to other data publishing ...holistic approach to achieve maximum privacy ... See full document
5
A NOVEL APPROACH TO PUBLISH DATA WITH PRIVACY PRESERVING
... Privacy preserving publishing of micro data has been studied extensively in recent ...Micro data contains records each of which contains information about an individual entity, such as ... See full document
9
A Serve on Slicing: Method of Data Publishing While Maintaining Privacy
... trivial slicing scheme where each column contains exactly one attribute, because both approaches preserve the exact values in each attribute but break the association between them within one ... See full document
7
Privacy Preserving Microdata Publishing using Slicing Technique
... digital data/information, storing data and mining that data for further analysis become a common and important ...previous data. For this purpose, data mining is the basic ...innovative ... See full document
5
Privacy-preserving and Usable Data Publishing and Analysis.
... LICM approach is always much lower than for the MC approach (note the log scale on the time ...safe-grouped data, we observed similar behaviors in Query 1 and Query 2 (Figure ...LICM approach: ... See full document
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