Data Privacy Games

ISBN-13: 9783319779645 / Angielski / Twarda / 2018 / 181 str.

Lei Xu; Chunxiao Jiang; Yi Qian

Opis

For each user role, the authors discuss its privacy concerns and the strategies that it can adopt to solve the privacy problems.The book also proposes a simple game model to analyze the interactions among data provider, data collector and data miner.

Spis treści

1 The Conflict between Big Data and Individual Privacy.- 2 Privacy-Preserving Data Collecting: A Simple Game Theoretic Approach.- 3 Contract-based Private Data Collecting.- 4 Dynamic Privacy Pricing.- 5 User Participation Game in Collaborative Filtering.- 6  Privacy-Accuracy Trade-off in Distributed Data Mining.- 7 Conclusion.