Privacy-preserving mining of association rules from outsourced transaction databases. Extended abstract (Contributo in atti di convegno)

Type

• Prodotto della ricerca (Classe)
• Contributo in atti di convegno (Classe)

Label

• Privacy-preserving mining of association rules from outsourced transaction databases. Extended abstract (Contributo in atti di convegno) (literal)

Anno

• 2012-01-01T00:00:00+01:00 (literal)

Alternative label

• Giannotti F., Lakshmanan L. V., Monreale A., Pedreschi D., Wang H. (2012)
  Privacy-preserving mining of association rules from outsourced transaction databases. Extended abstract
  in Twentieth Italian Symposium on Advanced Database Systems, Venice, Italy, 24-27 June 2012
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Giannotti F., Lakshmanan L. V., Monreale A., Pedreschi D., Wang H. (literal)

Pagina inizio

• 233 (literal)

Pagina fine

• 242 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url

• http://sebd2012.dei.unipd.it/documents/188475/289b3a84-87e8-4fae-98f1-6c6d8dafb833 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#titoloVolume

• SEBD 2012 - Twentieth Italian Symposium on Advanced Database Systems (literal)

Note

• Scopu (literal)
• PuMa (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• CNR-ISTI, Pisa, Italy; University of British Columbia, Canada; Computer Science Department, University of Pisa, Italy; Computer Science Department, University of Pisa, Italy; Stevens Institute of Tech., New York State University; (literal)

Titolo

• Privacy-preserving mining of association rules from outsourced transaction databases. Extended abstract (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#isbn

• 978-88-96477-23-6 (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#curatoriVolume

• Nicola Ferro, Letizia Tanca (literal)

Abstract

• Spurred by developments such as cloud computing, there has been considerable recent interest in the paradigm of data mining-as-service. A company (data owner) lacking in expertise or computational resources can outsource its mining needs to a third party service provider (server). However, both the items and the association rules of the outsourced database are considered private property of the corporation (data owner). To protect corporate privacy,the data owner transforms its data and ships it to the server, sends mining queries to the server, and recovers the true patterns from the extracted patterns received from the server. In this paper, we study the problem of outsourcing the association rule mining task within a corporate privacy-preserving framework. We propose a scheme for privacy preserving outsourced mining and show that the owner can recover the true patterns as well as their support by maintaining a compact synopsis. (literal)

Editore

• Progetto Libreria (Editore)

Prodotto di

• Istituto di scienza e tecnologie dell'informazione \"Alessandro Faedo\" (ISTI) (Istituto)
• Knowledge Discovery and Data Mining (ICT.P08.009.003) (Modulo)

Autore CNR

• FOSCA GIANNOTTI (Unità di personale interno)

Insieme di parole chiave

• Parole chiave di "Privacy-preserving mining of association rules from outsourced transaction databases. Extended abstract" (Insieme di parole chiave)

Incoming links:

Prodotto

• Istituto di scienza e tecnologie dell'informazione \"Alessandro Faedo\" (ISTI) (Istituto)
• Knowledge Discovery and Data Mining (ICT.P08.009.003) (Modulo)

Autore CNR di

• FOSCA GIANNOTTI (Unità di personale interno)

Editore di

• Progetto Libreria (Editore)

Insieme di parole chiave di

• Parole chiave di "Privacy-preserving mining of association rules from outsourced transaction databases. Extended abstract" (Insieme di parole chiave)