[PDF] Top 20 Privacy-preserving record linkage in large databases using secure multiparty computation
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Privacy-preserving record linkage in large databases using secure multiparty computation
... As far as these assumptions are satisfied, the only things that may be inferred by the servers from the computation are the following. The first type of leakage is the “duplica- tion pattern”: for each n ∈ N , how ... See full document
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Privacy Preserving Record Linkage using LSH Blocking Approach and Secure Multiparty Computation with Set Intersection Technique
... information linkage as well as it is used to perform link in matching entities of different ...a privacy protection ...protecting privacy record linkage setting, where their answer is ... See full document
5
Scalable and approximate privacy-preserving record linkage
... to large databases by reducing the number of candidate record ...a privacy-preserving ...candidate record pairs generated, as we will discuss in Section ...two privacy ... See full document
199
A Scalable Blocking Framework for Multidatabase Privacy-preserving Record Linkage
... in record linkage ap- plications as many of the linkage techniques employed in these applications are not scalable to very large databases [36, 66, 216, ...the linkage techniques ... See full document
270
Association Rules Mining in Vertically Distributed Databases
... for secure mining of association rules in horizontally distributed databases usingFast Distributed Mining (FDM) Algorithm and Secure MultiParty ...enhanced privacy with respect to the ... See full document
8
Watermark Detection In Compressive Sensing Domain To Preserve Privacy Saranya S, Sangeetha B, Gayathri M
... based privacy preserving watermark detection framework that involves secure multiparty computation and the ...a large volume of multimedia data from the Internet and stores their ... See full document
6
Privacy Preserving Q-learning in the Analog Model for Secure Multiparty Computation
... In the method, Server 1 computes two averages for sub- jects A and B as (22 + 24)/2 and (32 + 37)/2, respectively. Likewise, Server 2 computes two averages for subjects A and B as (40 + 13)/2 and (40 + 45)/2, ... See full document
6
Secure and scalable deduplication of horizontally partitioned health data for privacy-preserving distributed statistical computation
... as record linkage) is the process of linking records at the same or different data custodians that refer to the same ...to record link- age, the final goal of deduplication is to remove duplicate ... See full document
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Privacy-Preserving Minimum Spanning Trees through Oblivious Parallel RAM for Secure Multiparty Computation
... exists. Using our parallel reading and writing protocols, any algorithm for priority-CRCW PRAM (PRAM, where many processors can read or write the same memory cell in parallel, with priorities determining which ... See full document
20
Private record matching using Secure multiparty computation protocol
... for privacy preserving record matching can be applied to match the set of non-blocked partition ...protocols, using some cryptographic assumptions, it can be proven that only the final results ... See full document
10
A Distributed Near-Optimal LSH-based Framework for Privacy-Preserving Record Linkage
... The secure searching solutions, which have been developed to solve the PPRL prob- lem, rely mostly on traditional blocking, where all records that have the same value in a specific field(s) are blocked together ... See full document
20
Privacy-Preserving Record Linkage and Privacy-Preserving Blocking for Large Files with Cryptographic Keys using Multibit Trees
... different databases to determine the overlap of the databases or to enhance the information available for a cer- tain unit is a widely used strategy for statistical ...the linkage of registries ... See full document
9
Faster Privacy-Preserving Location Proximity Schemes
... many privacy-aware users want to protect it from third ...possible privacy threats caused by location proximity detection [STSY10] that may lead to serious consequences, including unintended tracking, ... See full document
23
Privacy Preserving Secure Mining of Association Rules in Relational Databases
... To get these goals many data mining methods exists such as classification, association rules, clustering and so on. Between such types of association rules has wide covering or thrust to discover interesting relations or ... See full document
6
Online consecutive secure multi-party computation algorithm for preserving privacy
... joint databases by using distributed data mining tools to predict the future of their ...the privacy of their sensitive ...joint databases and would like to participate, but privacy ... See full document
37
Evaluating privacy-preserving record linkage using cryptographic long-term keys and multibit trees on large medical datasets
... of privacy-preserving record linkage using Bloom filters have been developed, with a single Bloom filter composed from many ...for using only a single Bloom filter for ... See full document
7
Randomized Response and Balanced Bloom Filters for Privacy Preserving Record Linkage
... Currently, the only known attack remaining [21] is the identification of bit patterns within a Bloom filter. Applying the decoding algorithms described by Niedermeyer [21] and modified by [22], yielded no successful ... See full document
8
Secure Multiparty Computation between Distrusted Networks Terminals
... local computation can be done without invocations of ...party secure comparison and this results in a communi- cation cost of O(log n log N), a significant reduction from the naive ...a secure one ... See full document
10
On the Message Complexity of Secure Multiparty Computation
... We are able to further reduce the computational assumptions in the offline-online model, where a trusted source of (input-independent) corre- lated randomness is available. The latter can be generated by the parties ... See full document
16
Non-Interactive Secure Multiparty Computation
... Remark 2.5 (Statistical and computational variants). In this work, we consider NIMPC protocols with per- fect security, as captured by Definition 2.3. However, one could easily adapt the above definitions to capture ... See full document
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