Differential privacy and applications. (2017)

• Record Type: Book
• Further Information: Note: Tianqing Zhu [and three others].
• Authors: Zhu, Tianqing; Zhu, Tianqing
• Contents: 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Copyright Date: 2017
• Extent: 1 online resource, illustrations
• Subjects: 006.312; Computer science; Data mining; Artificial intelligence; Computer networks -- Security measures; Computer security; Computer Science; Data Mining and Knowledge Discovery; Systems and Data Security; Privacy; Artificial Intelligence (incl. Robotics); Electronic books
• Languages: English
• ISBNs: 3319620045; 9783319620046
• Notes: Note: Includes bibliographical references and index.; Note: Description based on print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.