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PrivateLR

swMATH ID: 11354
Software Authors: Staal A. Vinterbo
Description: PrivateLR: Differentially Private Regularized Logistic Regression. PrivateLR implements two differentially private algorithms for estimating L2-regularized logistic regression coefficients. A randomized algorithm F is epsilon-differentially private (C. Dwork, Differential Privacy, ICALP 2006), if |log(P(F(D) in S)) - log(P(F(D’) in S))| <= epsilon for any pair D, D’ of datasets that differ in exactly one element, any set S, and the randomness is taken over the choices F makes.
Homepage: http://cran.r-project.org/web/packages/PrivateLR/index.html
Dependencies: R
Related Software: SuLQ; RAPPOR; UCI-ml; ARGUS; GitHub; sdcMicro; JStatCom; Pufferfish; MapReduce; FedHealth; NTL; Aircloak; sdcTools; PrivKV; ACCIO; ARX; iPrivacy; Anonimatron; SparseMatrix; SPARSKIT
Referenced in: 86 Publications

Standard Articles

1 Publication describing the Software, including 1 Publication in zbMATH Year
Differential privacy. Zbl 1133.68330
Dwork, Cynthia
2006
all top 5

Referenced by 231 Authors

5 Palamidessi, Catuscia
4 Chatzikokolakis, Konstantinos
3 Alvim, Mário S.
3 Domingo-Ferrer, Josep
3 McIver, Annabelle K.
3 Morgan, Carroll C.
2 Andrés, Miguel E.
2 Boreale, Michele
2 Choo, Kim-Kwang Raymond
2 DasGupta, Bhaskar
2 Dwork, Cynthia
2 Fung, Benjamin C. M.
2 Hajian, Sara
2 Liu, Xiaokang
2 Machanavajjhala, Ashwin
2 Nissim, Kobbi
2 Rabehaja, Tahiry M.
1 Ahmed, Moushira Abdallah Mohamed
1 Alatrista-Salas, Hugo
1 Altafini, Claudio
1 Balmat, Tom
1 Barrientos, Andrés Felipe
1 Barthe, Gilles
1 Bassily, Raef
1 Batet, Montserrat
1 Benedikt, Michael A.
1 Bhalgat, Anand
1 Blass, Erik-Oliver
1 Bolton, Alexander D.
1 Borodin, Allan B.
1 Bringmann, Karl
1 Brunel, Aloïs
1 Cao, Yongzhi
1 Castellà-Roca, Jordi
1 Chakrabarty, Deeparnab
1 Chatterjee, Tanima
1 Chen, Rui
1 Chen, Xiaoyun
1 Chen, Yan
1 Chi, Ming
1 Chun, Ji Young
1 Colomé, Xavier Casanova
1 Comi, Marco
1 Cortés, Jorge
1 Crespo, Juan Manuel
1 Cuenca Grau, Bernardo
1 Cunha, Mariana
1 Datta, Anupam
1 De Capitani di Vimercati, Sabrina
1 De Figueiredo, John M.
1 DeLong, Mark
1 Derbeko, Philip
1 Desai, Bipin C.
1 Dolev, Shlomi
1 Dondi, Riccardo
1 Dong, Kai
1 Elkan, Charles
1 ElSalamouny, Ehab
1 Farràs, Oriol
1 Foresti, Sara
1 Forné, Jordi
1 Friedrich, Tobias
1 Fu, Ada Waichee
1 Gastpar, Michael C.
1 Gazeau, Ivan
1 Giannotti, Fosca
1 Giurgiu, Andrei
1 Gudes, Ehud
1 Guerraoui, Rachid
1 Guo, Taolin
1 Gupta, Vijay
1 Gürbüzbalaban, Mert
1 Gursoy, Mehmet Emre
1 Hamm, Jihun
1 Harel, Ofer
1 He, Zhenyu
1 Hoshino, Nobuaki
1 Huang, Cheng
1 Huang, Muyang
1 Huguenin, Kévin
1 İlker Birbil, Ş.
1 Inan, Ali
1 Ito, Shinsuke
1 Jeong, Ik Rae
1 Ji, Zhanglong
1 Kairouz, Peter
1 Katewa, Vaibhav
1 Kaynar, Dilsun Kırlı
1 Kenthapadi, Krishnaram
1 Kermarrec, Anne-Marie
1 Khanna, Sanjeev
1 Kifer, Daniel
1 Kneifel, Charley
1 Kostylev, Egor V.
1 Krohmer, Anton
1 Kroll, Martin H.
1 Kunz, César
1 Kuru, Nurdan
1 Laeuchli, Jesse
1 Lafortune, Stéphane
...and 131 more Authors

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