This book presents the data privacy protection which has been extensively applied in our current era of big data. However, research into big data privacy is still in its infancy. Given the fact that existing protection methods can result in low data utility and unbalanced trade-offs, personalized privacy protection has become a rapidly expanding research topic.In this book, the authors explore emerging threats and existing privacy protection methods, and discuss in detail both the ...

In this book, the authors highlight the latest research findings on the security and privacy of federated learning systems. The main attacks and counterattacks in this booming field are presented to readers in connection with inference, poisoning, generative adversarial networks, differential privacy, secure multi-party computation, homomorphic encryption, and shuffle, respectively.The book offers an essential overview for researchers who are new to the field, while also equipping ...

In this book, the authors highlight the latest research findings on the security and privacy of federated learning systems. The main attacks and counterattacks in this booming field are presented to readers in connection with inference, poisoning, generative adversarial networks, differential privacy, secure multi-party computation, homomorphic encryption, and shuffle, respectively.The book offers an essential overview for researchers who are new to the field, while also equipping ...

This book presents the data privacy protection which has been extensively applied in our current era of big data. However, research into big data privacy is still in its infancy. Given the fact that existing protection methods can result in low data utility and unbalanced trade-offs, personalized privacy protection has become a rapidly expanding research topic.In this book, the authors explore emerging threats and existing privacy protection methods, and discuss in detail both the ...

Robots interact with the world through curves and surfaces — the subjects of study in differential geometry. This book applies the moving-frame method, developed extensively by Élie Cartan, and the adjoint approach, conceived by Ernesto Cesàro, to study the kinematics of two surfaces subject to rolling contact and sliding-rolling contact to demonstrate the applications in robotic in-hand manipulation.Firstly, it explores two surfaces, and the geometry of both surfaces comes into play. Seco...

This two-volume set LNCS16690 - 16691 constitutes the refereed proceedings of the 22nd International Symposium on Bioinformatics Research and Applications, ISBRA 2026, held in Macao, China, during July 22–24, 2026.The 61 full papers included in these volumes were carefully reviewed and selected from 168 submissions. This year’s symposium brought together leading researchers, scientists, and industry professionals from around the world to share cutting-edge advancements, foster coll...

This volumes constitute the proceedings of the Workshops KGMA, SemiBDMA, MADM, AIEDM and STBDM which were held in conjunction with APWeb-WAIM 2025 which took place in Shenyang, China, during August 28–30, 2025.The 28 full papers presented in these proceedings were carefully reviewed and selected from 49 submissions. Focus on the following topical sections: KGMA Workshop; SemiBDMAWorkshop; SRBDMA Workshop; GDMMA Workshop.

This two-volume set LNCS16690 - 16691 constitutes the refereed proceedings of the 22nd International Symposium on Bioinformatics Research and Applications, ISBRA 2026, held in Macao, China, July 22–24, 2026.The 61 full papers included in these volumes were carefully reviewed and selected from 168 submissions. This year’s symposium brought together leading researchers, scientists, and industry professionals from around the world to share cutting-edge advancements, foster collaborati...

This book vividly shows the fostering environment, activity characteristics, distribution pattern, economic losses, casualties, disaster risks and management of earthquakes, mass movement, drought, floods, and marine disasters in the Silk Road region. It develops a multi-scale and multi-disaster risk assessment method to better assess and understand the Silk Road disaster risk. A multi-level collaborative risk management model has been proposed for transboundary disasters, and it also shar...

This book first develops a framework to understand the curriculum administration system in China. It describes the historical process of localizing school-based curricula as well as the significance and positioning of school-based curricula, and presents in detail cases of how three types of school-based curriculum were developed and implemented in Chinese schools.The book outlines for the first time best practices in school-based curriculum development in China, i.e. how to make a...

This book introduces readers to a workload-aware methodology for large-scale graph algorithm optimization in graph-computing systems, and proposes several optimization techniques that can enable these systems to handle advanced graph algorithms efficiently. More concretely, it proposes a workload-aware cost model to guide the development of high-performance algorithms. On the basis of the cost model, the book subsequently presents a system-level optimization resulting in a partition-aware ...

Metamaterials: Beyond Crystals, Noncrystals, and Quasicrystals is a comprehensive and updated research monograph that focuses on recent advances in metamaterials based on the effective medium theory in microwave frequencies. Most of these procedures were conducted in the State Key Laboratory of Millimeter Waves, Southeast University, China.The book conveys the essential concept of metamaterials from the microcosmic structure to the macroscopic electromagnetic prope...