[PDF] Top 20 A Dynamic Social Network Data Publishing Algorithm Based on Differential Privacy
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A Dynamic Social Network Data Publishing Algorithm Based on Differential Privacy
... Social network contains the interaction between social members, which con- stitutes the structure and attribute of social ...of social network contains a lot of personal ... See full document
11
Sensitive Label Privacy Protection on Social Network Data
... provide privacy protection while losing as little information and while preserving as much utility as ...between data privacy and utility [16], we evaluate empirically the extent to which the ... See full document
10
A SURVEY ON PRIVACY PRESERVING TECHNIQUES FOR SOCIAL NETWORK DATA
... perturbation algorithm that introduces noise in graph while preserving the local structure and other graphical properties of original ...an algorithm that is based on random walk and he used matrix ... See full document
5
Privacy to Social Network Data
... in social network data ...attaining privacy while publishing the data, in which node labels are both part of adversaries' background knowledge and sensitive information that has ... See full document
7
PERFORMANCE ANALYSIS OF WLAN UNDER VARIABLE NUMBER OF NODES USING THE ADJUSTABLE PARAMETERS IN EDCA
... sensitive data – tables that contain unaggregated information about ...Sensitive data is a valuable source of information for the research and allocation of public funds, trend analysis and medical ... See full document
10
Research on Improved Privacy Publishing Algorithm Based on Set Cover
... table differential privacy publishing algorithm under frequent item sets uses many k-dimensional tables of the same dimension to en- sure the data availability of the published ... See full document
28
Social Media Data Publishing for Personalized Ranking-Based Recommendation
... filtering based on content based and implicit feedback set of data and develop the coordinates of the offspring for effective learning of ...large-scale social network data ... See full document
6
Privacy Preservation Analysis in Social Network Graphs for avoiding Community Detection and Publishing Sensitive Information
... SVP algorithm keep the number of nodes ...however, based on prior knowledge a third party hacker cannot gain information in the anonymized graph because the entire graph is modified to the structural ... See full document
6
The Data Aggregation Privacy Protection Algorithm of Body Area Network Based on Data Partitioning
... of data showing a dynamic ...area network: one is the active node, and the other one is the sleeping ...new data, first determine data content and is the same as before, if the latest ... See full document
5
Location Data Record Privacy Protection based on Differential Privacy Mechanism
... and network, data mining and data analysis play the increasingly important roles in our social ...of data (such as big data) can bring many application services to our society, ... See full document
16
Privacy preserving data publishing based on sensitivity in context of Big Data using Hive
... preserve privacy and at the same time prevent linkability of learners’ identities and ...a privacy-preserving reputation management (RM) system which allows secure transfer of ...This privacy concept ... See full document
20
Histogram Publishing Method Based on Differential Privacy
... GS algorithm is ...the privacy budget to compare the accuracy of the results of AHP, IHP and APG methods in the corresponding range ...the privacy budget ...the privacy budget, the smaller the ... See full document
12
Privacy-Preserving Trajectory Data Publishing via Differential Privacy
... sequential data as variable length n-grams; which is similar to (n-1)-order Markov Chain ...constraints based on Markov ...an algorithm to synthesize GPS trajectories (without timestamps) using ... See full document
86
Social Network Privacy Protection Research in Big Data Era
... for privacy protection schemas in paper [25] and ...technologies based on group or ...attribute based encryption, ABE [26] and the traditional public key ...user privacy information stored in ... See full document
6
Publishing attributed social graphs with formal privacy guarantees
... is based on the intuition that clustering in social graphs is attributable to triangles that form when a user is linked to a two-hop neighbor ...under differential privacy using a recent ... See full document
17
Data Privacy Beyond Differential Privacy
... to data from Genomic Wide Association Study (GWA) genetic ...genomic data of any single individual they can accurately determine whether the individual participated in the study or not, and can therefore ... See full document
195
Cooperative privacy game: a novel strategy for preserving privacy in data publishing
... possible, privacy should be maintained by the rational cooperation of oth- ers, in absence of which the entire information system may be inconsistent It is similar to the traffic ...scaffold privacy of ... See full document
20
Privacy preserving technique for data publication in social media
... Preventing Privacy Leakage from Photos in Social Networks[5] proposed, to rethink access control when applied to photos, in a way that allowed individuals to effectively prevent unwanted individuals from ... See full document
5
Privacy Preservation on Big Data using Efficient Privacy Preserving Algorithm
... from data mining algorithms for categorical ...the data owner for releasing to data ...the data owner to identify the sensitive rules that should be ... See full document
5
Distributed Privacy Preserving Path Detection Algorithm (DPPA) using Mobile Adhoc Network
... provable data possession (PDP) that permits a user that has stored data at an un confidence server to confirm that the server possesses the unique data without recovering ... See full document
5
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