[PDF] Top 20 Privacy-preserving and Usable Data Publishing and Analysis.
Has 10000 "Privacy-preserving and Usable Data Publishing and Analysis." found on our website. Below are the top 20 most common "Privacy-preserving and Usable Data Publishing and Analysis.".
Privacy-preserving and Usable Data Publishing and Analysis.
... For the methods using generalization (k-anonymization and k m anonymization), the time cost for LICM approach is always much lower than for the MC approach (note the log scale on the time axis). For all three queries, ... See full document
179
Privacy-Preserving Statistical Analysis of Health Data Using Paillier Homomorphic Encryption and Permissioned Blockchain
... private data in a Hyperledger Fabric ...for data encryption, which may raise some security concerns and may not be suitable for the statistical analysis of health ...proposed ... See full document
79
Analysis of Privacy Preserving in Data Mining
... of privacy preserving data ...private data for analysis ...their data to gain mutual benefit with collaboration to the other enterprise ...private data. So to ... See full document
6
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 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 ... See full document
7
EFFICIENT INCENTIVE COMPATIBLE MODEL FOR SECURE DATA SHARING
... Privacy preserving is one of the most important research topics in the data security field and it has become a serious concern in the secure transformation of personal data in recent ...for ... See full document
10
A Survey on Methods, Attacks and Metric for Privacy Preserving Data Publishing
... of data. Data may be in the two different forms Structured Representation and Unstructured ...dimensional data like transactional data or text ...of data is useful for knowledge-based ... See full document
9
Take a Look over Privacy preserving Data Publishing Techniques
... Ravindar Mogili, Anil Prakash found that ℓ - Diversity and K-Anonymity was not used to prevent attribute disclosure [14]. ℓ-Diversity represented sensitive attribute value that was assigned only with certain number of ... See full document
8
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
Privacy Preserving Health Data Publishing using Secure two Party Algorithm
... of privacy-preserving data publishing has received a lot of attention in different research communities, from economic implications to anonymization ...of data distributed between ... See full document
6
Privacy Preserving Unstructured Data Publishing (PPUDP) Approach for Big Data
... Big Data is of type Unstructured namely audio, video, text ...unstructured data like text are difficult to analyze and contains knowledge that can be extracted by text mining techniques resulting in ... See full document
6
Privacy preserving technique for data publication in social media
... The data generated by using social community services is termed as the social network data and that is desired to be posted for other users in positive ...precise analysis of the person data ... See full document
5
A Novel Anonymization Technique For Privacy Preserving Data Publishing
... the data and then partitions tuples into ...anonymized data consist of a set of buckets with permuted sensitive attribute ...dimensional data, most data points have similar distances with each ... See full document
6
Privacy Preserving Microdata Publishing using Slicing Technique
... digital data/information, storing data and mining that data for further analysis become a common and important ...doing analysis of its previous data. For this purpose, ... See full document
5
An Enhancement in Privacy Preserving Techniques for Collaborative Data Publishing
... related data is gathered from different places like government, Health organizations and ...this data is used for giving health solutions, research and analysis ...original data contains ... See full document
8
Privacy Preserving Big Data publishing A scalable K anonymization approach using MapReduce
... big data has become a big game changer in most or all types of modern industries over last few ...big data analytics. Numerous opportunities have been created by big data for researchers to process ... See full document
5
Slicing Technique to Prevent Generalized Losses and Membership Disclosure in Micro Data Publishing
... ABSTRACT: Privacy preserving data mining techniques helps in providing security to sensitive information from unauthorized ...of data is collected in many organizations through data ... See full document
7
A Privacy Preserving Data Mining Technique for Preventing Data Discloser and Leakage
... The data is an essential element in any business domain, discloser or leakage of sensitive and private data to others can create a number of social and financial ...the data mining is shifting ... See full document
6
(alpha, k)-anonymity: an enhanced k-anonymity model for privacy preserving data publishing
... The k-anonymity model protects identification information, but does not protect sensitive relationships in a data set. In this paper, we propose the (α, k)-anonymity model to protect both identifica- tions and ... See full document
6
L diversity on K anonymity with External Database for Improving Privacy Preserving Data Publishing
... specific data, which called as micro ...of privacy of individuals. The main aim of privacy is to protect information, at the same time the data must produce external ...on data value, ... See full document
7
Related subjects