[PDF] Top 20 Combining Differential Privacy and Secure Multiparty Computation
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Combining Differential Privacy and Secure Multiparty Computation
... also privacy against an active one ...of differential privacy would have been on an SMC platform that provides security also against active ...actively secure protocol sets is (the online ... See full document
21
Secure Multiparty Computation between Distrusted Networks Terminals
... if the number of dishonest parties equals to or exceeds m/2 . To conclude this section, we briefly describe how PSMC protocols can be modified to handle malicious parties. There are two types of disruption: first, a ... See full document
10
Privacy-Preserving Minimum Spanning Trees through Oblivious Parallel RAM for Secure Multiparty Computation
... Our performance tests are performed on a cluster of three computers with 48 GB of RAM and a 12-core 3 GHz CPU with Hyper Threading running Linux (kernel v.3.2.0-3-amd64), connected by an Ethernet local area network with ... See full document
20
Watermark Detection In Compressive Sensing Domain To Preserve Privacy Saranya S, Sangeetha B, Gayathri M
... In our framework, the target image/multimedia data is possessed by the data holder only. A compressive sensing matrix is issued by a certificate authority (CA) server to the image holder. The DCT coefficients of the ... See full document
6
Non-Interactive Secure Multiparty Computation
... the class of boolean functions known to have efficient information-theoretic PSM protocols (or 0-robust NIMPC protocols) and those known to have efficient 1-robust NIMPC protocols. The former class contains the circuit ... See full document
43
On the Message Complexity of Secure Multiparty Computation
... Combining Theorem 4.1 and Theorem 4.3, we get the following corol- lary for message-optimal MPC with correlated randomness setup. Corollary 4.4. Suppose a one-way function exists. Then, any polyno- mial time ... See full document
16
Preservation of Privacy for Multiparty Computation System with Homomorphic Encryption
... a privacy preserving protocol for sum computation based on randomization and privacy preserving union set ...[22] privacy preserving clustering on vertically partitioned data is addressed by ... See full document
6
Privacy-preserving record linkage in large databases using secure multiparty computation
... actual computation may become insignificant compared to the time waiting for the other centers, so even a slower algorithm may give advantage if it returns the results ... See full document
14
AN OPTIMAL CHANNEL PREDICTION OF PSEASMC MODEL
... a secure multiparty aggregation with differential ...schemes. Differential privacy of the final result was achieved by Distributed Laplace Perturbation (DLPA) ...the differential ... See full document
13
Fair and Efficient Secure Multiparty Computation with Reputation Systems
... is secure as long as there is an honest majority and thereby risk losing privacy if they are wrong, or to run a protocol that is secure for any number of corruptions and thereby give up on any hope ... See full document
20
Equivocating Yao: Constant-Round Adaptively Secure Multiparty Computation in the Plain Model
... multi-party computation (MPC) protocols allow a set of mutually distrustful parties to engage in a joint computation for evaluating an agreed-upon function of their local inputs, while preserving the ... See full document
54
Private record matching using Secure multiparty computation protocol
... between privacy, accuracy and ...a privacy-preserving manner pairs of records that do not satisfy the matching ...when privacy requirements are ... See full document
10
Fairness versus Guaranteed Output Delivery in Secure Multiparty Computation
... of secure multiparty computation, a set of mutually distrusting parties wish to jointly and securely compute a function of their ...This computation should be such that each party receives its ... See full document
30
Privacy-preserved Image Processing with Homomorphic Encryption and Multiparty Computation in Cloud
... economical computation resources. Meanwhile, the privacy concerns over the sensitive information contained in outsourced image data arise in ...and privacy of the image content can only presume upon ... See full document
9
Secure multiparty PageRank algorithm for collaborative fraud detection
... to privacy constraints and data confi- ...of secure multiparty computation (MPC) techniques, allowing multiple parties to jointly compute the PageRank values of their com- bined transaction ... See full document
19
A Novel Approach for Secure Mining of Association Rules with Multi-Party Protocol
... in privacy preserving data mining has considered two related ...of secure multiparty ...discussed secure clustering using the EM algorithm over horizontally distributed ... See full document
10
Robust Pseudorandom Generators
... Using a naive implementation of robust PRGs obtained by taking the exclusive-or of k + 1 independent (r + k)-wise PRGs would require O(t 4 ) random bits. Improving the randomness locality of private circuits would ... See full document
31
Privacy Preserving Fuzzy Modeling for Secure Multiparty Computation
... on privacy preserving of machine learning and data mining have been done in various methods by use of randomization techniques, cryptographic algorithms, anonymization methods, ...of computation is very ... See full document
6
Privacy Preserving Record Linkage using LSH Blocking Approach and Secure Multiparty Computation with Set Intersection Technique
... a privacy protection ...protecting privacy record linkage setting, where their answer is used to mine successive examples which are used in a safe transformation technique to connection records that are ... See full document
5
Privacy Preserving Q-learning in the Analog Model for Secure Multiparty Computation
... on privacy preserving for RL have been proposed, but these are almost all methods using encryption and homomorphic mapping [13], ...secret computation processing which does not use such complicated ... See full document
6
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