Privacy in Dynamical Systems

Book Overview

Part I: Statistical Data Privacy - 1. Fisher Information Privacy with Application to Smart Meter Privacy Using HVAC Units.- 2. Smart Meter Privacy.- 3. Privacy Against Adversarial Hypothesis Testing: Theory and Application to Smart Meter Privacy Problem.- 4. Statistical Parameter Privacy.- 5. Privacy Verification and Enforcement via Belief Manipulation.- 6. Information-Theoretic Privacy through Chaos Synchronization and Optimal Additive Noise.- 7. Differentially Provate Analysis of Transportation Data.- 8. On the Role of Cooperation in Private Multi-agent Systems.- Part II: Encryption-Based Privacy - 9. Secure Multi-party Computation for Cloud-based Control.- 10. Comprehensive Introduction to Fully Homomorphic Encryption for Dynamic Feedback Controller via LWE-based Cryptosystem. 11. Encrypted Model Predictive Control in the Cloud.- 12. Encrypted Control Using Multiplicative Homomorphic Encryption.

• Format: Paperback
• Language: English
• ISBN: 9811504954
• ISBN13: 9789811504952
• Release Date: January 2021
• Publisher: Springer
• Length: 286 Pages
• Weight: 0.94 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"