Institutional Repository
Technical University of Crete
Technical University of Crete
EN
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EL
| URI | http://purl.tuc.gr/dl/dias/1E9F5FDC-3965-49D4-8CCD-18E7961AFF6F | - |
| Identifier | https://doi.org/10.26233/heallink.tuc.78371 | - |
| Language | en | - |
| Extent | 94 pages | en |
| Title | Data analytics with differential privacy | en |
| Title | Ανάλυση δεδομένων με διαφορική ιδιωτικότητα | el |
| Creator | Digalakis Vasileios | en |
| Creator | Διγαλακης Βασιλειος | el |
| Contributor [Committee Member] | Bletsas Aggelos | en |
| Contributor [Committee Member] | Μπλετσας Αγγελος | el |
| Contributor [Thesis Supervisor] | Garofalakis Minos | en |
| Contributor [Thesis Supervisor] | Γαροφαλακης Μινως | el |
| Contributor [Committee Member] | Karystinos Georgios | en |
| Contributor [Committee Member] | Καρυστινος Γεωργιος | el |
| Publisher | Πολυτεχνείο Κρήτης | el |
| Publisher | Technical University of Crete | en |
| Academic Unit | Technical University of Crete::School of Electrical and Computer Engineering | en |
| Academic Unit | Πολυτεχνείο Κρήτης::Σχολή Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών | el |
| Description | Diploma Thesis | en |
| Content Summary | Differential privacy is the state-of-the-art definition for privacy, that “addresses the paradox of learning nothing about an individual while learning useful information about a population”. In other words, differential privacy guarantees that any analysis performed on a sensitive dataset leaks no information about the individuals whose data are contained therein. In this thesis, we develop differentially private algorithms to analyze distributed and streaming data. | en |
| Type of Item | Διπλωματική Εργασία | el |
| Type of Item | Diploma Work | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2018-07-16 | - |
| Date of Publication | 2018 | - |
| Subject | Data analytics | en |
| Subject | Differential privacy | en |
| Bibliographic Citation | Vassilis V. Digalakis Jr., "Data analytics with differential privacy", Diploma Work, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece, 2018 | en |
| Bibliographic Citation | Βασίλειος Διγαλάκης, "Ανάλυση δεδομένων με διαφορική ιδιωτικότητα ", Διπλωματική Εργασία, Σχολή Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών, Πολυτεχνείο Κρήτης, Χανιά, Ελλάς, 2018 | el |
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