Integrated security and safety of intelligent computing networks Cheng Wang, Hao Tang

Format:

Book

Author/Creator:

Wang, Cheng, Author.

Tang, Hao, Author.

Series:

Computer science series

Computer Science Series

Language:

English

Subjects (All):

Artificial intelligence--Security measures.

Artificial intelligence.

Computer security.

Physical Description:

1 online resource

Place of Publication:

Singapore Springer [2026]

Summary:

How secure are intelligent computing networks (ICNs) when data, algorithms, and computing power intertwine? As ICNs become the backbone of modern digital ecosystems, their growing complexity introduces unprecedented risks in security and safety. Integrated Security and Safety of Intelligent Computing Networks offers a groundbreaking, coupling-aware perspective that redefines how we understand and fortify ICN infrastructures. This book goes beyond conventional security frameworks by examining the intricate, dynamic relationships among the three pillars of ICNs-data, computing power, and algorithms. It provides a systematic exploration of how their deep coupling can both empower and endanger these systems. Through a well-structured progression from foundational theories to real-world case studies, it uncovers the limitations of current defenses and introduces innovative, scenario-driven methodologies that address distributed attacks, data poisoning, and algorithmic vulnerabilities. From edge computing threats to federated learning backdoors, the book bridges theoretical modeling with practical solutions across system, data, and algorithm planes. Designed for researchers, engineers, and graduate students specializing in cybersecurity, intelligent systems, and next-generation computing, this monograph delivers essential insights and tools to build trustworthy ICNs. With a strong focus on coupling-aware design and integrated defense strategies, it provides not only technical depth but also strategic foresight-empowering readers to navigate and shape the future of secure intelligent infrastructures

Contents:

"Intelligent Computing Networks"

"Emerging Multi-Dimensional Integration of Security and Safety"

"The Projection onto System Plane"

"The Projection onto Data Plane"

"The Projection onto Algorithm Plane"

"The Platform of Integrated Security and Safety"

Notes:

Includes bibliographical references

Online resource; title from PDF title page (SpringerLink, viewed June 25, 2026)

ISBN:

9789819550258

9819550254

OCLC:

1599592427

Access Restriction:

Restricted for use by site license