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.