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This book presents current research in privacy-preserving protocols for smart grids. It contains several approaches and compares them analytically and by means of simulation. In particular, the book introduces asymmetric DC-Nets, which offer an ideal combination of performance and features in comparison with homomorphic encryption; data anonymization via cryptographic protocols; and data obfuscation by means of noise injection or by means of the installation of storage banks. The author shows that this theory can be leveraged into several application scenarios, and how asymmetric DC-Nets are generalizations of additive homomorphic encryption schemes and abstractions of symmetric DC-Nets. The book provides the reader with an understanding about smart grid scenarios, the privacy problem, and the mathematics and algorithms used to solve it.
List of contents
Part I: Foundations.- Introduction.- Background and Models.- A Selective Review.- Part II: Contributions.- Reasons to Measure Frequently and Their Requirements.- Quantifying the Aggregation Size.- Selected Privacy-Preserving Protocols.- Analytical Comparison.- Simulation and Validation.- Concluding Remarks.
About the author
Prof. Dr.-Ing. Fábio Borges de Oliveira concluded his doctoral research on security and privacy in smart grids. In 1994, a civil service examination selected him to the position of civil servant in the State University of Londrina - Brazil (UEL - Universidade Estadual de Londrina in Portuguese). In 2002, another civil service examination selected him to work for the Ministry of Science, Technology, and Innovation at the Brazilian National Laboratory for Scientific Computing (LNCC - Laboratório Nacional de Computação Científica in Portuguese). From 2011 to 2015, Horst Görtz Foundation supported him to work at the Technological University of Darmstadt - Germany (TU Darmstadt - Technische Universität Darmstadt in German). He holds a Ph.D. degree in Doctor of Engineering in the Department of Computer Science at TU Darmstadt, a master's degree in Computational Modeling at LNCC, and a bachelor's degree in Mathematics at UEL. Currently, he is developing research on algorithms, security, cryptography, and privacy at LNCC - Brazil.
Summary
This book presents current research in privacy-preserving protocols for smart grids. It contains several approaches and compares them analytically and by means of simulation. In particular, the book introduces asymmetric DC-Nets, which offer an ideal combination of performance and features in comparison with homomorphic encryption; data anonymization via cryptographic protocols; and data obfuscation by means of noise injection or by means of the installation of storage banks. The author shows that this theory can be leveraged into several application scenarios, and how asymmetric DC-Nets are generalizations of additive homomorphic encryption schemes and abstractions of symmetric DC-Nets. The book provides the reader with an understanding about smart grid scenarios, the privacy problem, and the mathematics and algorithms used to solve it.
