机读格式显示(MARC)
- 000 02477cam a2200361 i 4500
- 008 191130s2020 si a b 001 0 eng d
- 020 __ |a 9789811504921: |c CNY788.00 |q hardback
- 020 __ |a 981150492X |q hardback
- 020 __ |z 9789811504938 |q electronic book
- 020 __ |z 9811504938 |q electronic book
- 035 __ |a (OCoLC)1129224103 |z (OCoLC)1129038831 |z (OCoLC)1129158586
- 040 __ |a EBLCP |b eng |e rda |c EBLCP |d GW5XE |d YDX |d LQU |d EBLCP
- 245 00 |a Privacy in dynamical systems / |c Farhad Farokhi, editor
- 260 __ |a Singapore : |b Springer, |c 2020
- 300 __ |a xvi, 286 pages : |b illustrations ; |c 24 cm.
- 336 __ |a text |b txt |2 rdacontent
- 337 __ |a unmediated |b n |2 rdamedia
- 338 __ |a volume |b nc |2 rdacarrier
- 504 __ |a Includes bibliographical references and index.
- 505 0_ |a 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
- 520 __ |a This book addresses privacy in dynamical systems, with applications to smart metering, traffic estimation, and building management. In the first part, the book explores statistical methods for privacy preservation from the areas of differential privacy and information-theoretic privacy (e.g., using privacy metrics motivated by mutual information, relative entropy, and Fisher information) with provable guarantees. In the second part, it investigates the use of homomorphic encryption for the implementation of control laws over encrypted numbers to support the development of fully secure remote estimation and control. Chiefly intended for graduate students and researchers, the book provides an essential overview of the latest developments in privacy-aware design for dynamical systems
- 650 _0 |a Computer security.
- 700 1_ |a Farokhi, Farhad, |e editor.
- 710 2_ |a Ohio Library and Information Network.
- 776 08 |i Print version: |a Farokhi, Farhad |t Privacy in Dynamical Systems |d Singapore : Springer,c2020 |z 9789811504921