[PDF] Top 20 Privacy-preserving record linkage using Bloom filters
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Privacy-preserving record linkage using Bloom filters
... each record the power set of the q-grams of their ...algorithm using a common secret key of the database ...strings using Rivest's "chaffing and winnowing" technique ... See full document
11
Cryptanalysis of Basic Bloom Filters Used for Privacy Preserving Record Linkage
... separate Bloom filter, any standard record linkage soft- ware can be used if a function for computing similarities of binary vectors is ...available. Bloom filter-based record ... See full document
23
Randomized Response and Balanced Bloom Filters for Privacy Preserving Record Linkage
... settings, record linkage across different institutions is based on encrypted personal identifiers – such as names, birthdays, or places of birth – to protect ...exact record linkage on ... See full document
8
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 ... See full document
7
A Distributed Near-Optimal LSH-based Framework for Privacy-Preserving Record Linkage
... (Bloom filters-Jaccard) methodology, the probability of collision is am- plified by blocking the Bloom filters independently to Λ blocking ...of Bloom filter pairs that include as many ... See full document
20
Scalable and approximate privacy-preserving record linkage
... performed using a distance-based method is presented by Karakasidis et ...on Bloom filters data ...classified using a threshold-based ...ated using the Febrl [27] tool showed that the ... See full document
199
An efficient Privacy-Preserving Record Linkage Technique for Administrative Data and Censuses
... ple, using n = 2, the bigram set of “PETER” is _P , P E, ET , T E, ER, ...to Bloom-Filters using ...two Bloom- Filters is (2 ∗ 8)/(10 + 11) ≈ ... See full document
9
A Scalable Blocking Framework for Multidatabase Privacy-preserving Record Linkage
... on Bloom filters and a user defined similarity threshold ...a Bloom filter. The generated Bloom filters are then partitioned into separate bins according to the number of bits set to 1 ... See full document
270
Privacy-preserving record linkage in large databases using secure multiparty computation
... As discussed e.g. in [9], the quasi-identifiers are often inconsistent in real applications, so exact comparison of values is not sufficient to achieve accurate linkage results, and some approximated string ... See full document
14
Privacy-Preserving Record Linkage and Privacy-Preserving Blocking for Large Files with Cryptographic Keys using Multibit Trees
... the linkage of registries (Valente 2010). Linking different databases using a set of common identifiers is trivial if a unique personal identification number (PID) can be ...statistical linkage ... See full document
9
Privacy-preserving Record Linkage
... for Bloom filter based PPRL as suggested by the author in Niedermeyer et ...on record- specific ...corresponding Bloom filters only if the keys ... See full document
37
Privacy Preserving Probabilistic Record Linkage (P3RL): a novel method for linking existing health-related data and maintaining participant confidentiality
... probabilistic record linkage with encrypted non-unique PII ...plain linkage variables ...trusted linkage center (site C) [20]. The linkage center is an independent partner with ... See full document
10
Privacy-preserving certificate linkage/revocation in VANETs without Linkage Authorities
... the linkage value lv that is placed on the target’s certificate, and can then associate that certificate to its ...PCA filters such replayed pre-linkage values, the vehicle itself would be unable to ... See full document
26
Estimating parameters for probabilistic linkage of privacy-preserved datasets
... that privacy-preserving record linkage can be as accurate as traditional un- encoded ...probabilistic privacy-preserving approach is to determine how to appropriately set ... See full document
10
An Efficient Shortest Path Approach Using BFS Algorithm With Smc Protocol For Privacy Preserving Record Linkage
... membership. Record linkage is the process of matching records from several databases that refer to the same ...their privacy have arisen recently as an intriguing problem in the core of the domain of ... See full document
5
Spatial Bloom Filters: Enabling Privacy in Location-aware Applications
... user’s privacy can be preserved if only the minimum amount of information needed to provide the service is disclosed at any ...problem using Bloom Filters (BF), a compact data structure for ... See full document
21
Privacy Preserving Matching Using Bloom Filters: an Analysis and an Encrypted Variant
... based record lookup schemes it is, however, possible to store the lookup ta- ble at the client, thereby removing the need for trusted party and allowing each separate database server to pro- vide a lookup table to ... See full document
31
Secure and scalable deduplication of horizontally partitioned health data for privacy-preserving distributed statistical computation
... Our main contributions can be summarized as follows: We propose a novel efficient and scalable protocol based on Bloom filters for the privacy-preserving deduplication of a horizontally ... See full document
19
Privacy Preserving Record Linkage using LSH Blocking Approach and Secure Multiparty Computation with Set Intersection Technique
... In today’s world high amounts of data is being collected by organizations in the private and public sectors, as well as by individuals. Among them most of the data is about the persons or created by the people such as ... See full document
5
Counteracting Bloom Filter Encoding Techniques for Private Record Linkage
... space using the SparseMap method ...data privacy in addition to e ffi cient ...the linkage quality can significantly su ff er with the use for greedy resampling heuristic of SparseMap to reduce the ... See full document
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