Differential Privacy and Applications /

Differential Privacy and Applications /

Detalles Bibliográficos
Autores principales: Zhu, Tianqing. (Autor), Li, Gang. (Autor), Zhou, Wanlei. (Autor), Yu, Philip S. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edición:1st ed. 2017.
Colección:Advances in Information Security, 69
Materias:
Data mining.
Computer security.
Artificial intelligence.
Data Mining and Knowledge Discovery.
Systems and Data Security.
Privacy.
Artificial Intelligence.
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008 170822s2017 gw | s |||| 0|eng d
020 |a 9783319620046 
024 7 |a 10.1007/978-3-319-62004-6  |2 doi 
040 |a Sistema de Bibliotecas del Tecnológico de Costa Rica 
100 1 |a Zhu, Tianqing.  |e author. 
245 1 0 |a Differential Privacy and Applications /  |c by Tianqing Zhu, Gang Li, Wanlei Zhou, Philip S. Yu. 
250 |a 1st ed. 2017. 
260 # # |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2017. 
300 |a XIII, 235 p. 71 illus. :  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Advances in Information Security,  |v 69 
505 0 |a Preliminary of Differential Privacy -- Differentially Private Data Publishing: Settings and Mechanisms -- Differentially Private Data Publishing: Interactive Setting -- Differentially Private Data Publishing: Non-interactive Setting -- Differentially Private Data Analysis -- Differentially Private Deep Learning -- Differentially Private Applications: Where to Start? -- Differentially Private Social Network Data Publishing -- Differentially Private Recommender System -- Privacy Preserving for Tagging Recommender Systems -- Differential Location Privacy -- Differentially Private Spatial Crowdsourcing -- Correlated Differential Privacy for Non-IID Datasets -- Future Directions. 
650 0 |a Data mining. 
650 0 |a Computer security. 
650 0 |a Artificial intelligence. 
650 1 4 |a Data Mining and Knowledge Discovery. 
650 2 4 |a Systems and Data Security. 
650 2 4 |a Privacy. 
650 2 4 |a Artificial Intelligence. 
700 1 |a Li, Gang.  |e author.  |0 (orcid)0000-0003-1583-641X  |1 https://orcid.org/0000-0003-1583-641X 
700 1 |a Zhou, Wanlei.  |e author. 
700 1 |a Yu, Philip S.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 

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