Nature-Inspired Cyber Security and Resiliency: Fundamentals,techniques and applications
by El-Sayed M. El-Alfy,Mohamed Eltoweissy,et al.
Pages: 480 pages
Publisher finelybook 出版社: Institution of Engineering and Technology (4 Jun. 2019)
Language 语言: English
ISBN-10: 1785616382
ISBN-13: 9781785616389
Book Description
With the rapid evolution of cyberspace,computing,communications and sensing technologies,organizations and individuals rely more and more on new applications such as fog and cloud computing,smart cities,Internet of Things (IoT),collaborative computing,and virtual and mixed reality environments. Maintaining their security,trustworthiness and resilience to cyber-attacks has become crucial which requires innovative and creative cyber security and resiliency solutions. Computing algorithms have been developed to mimic the operation of natural processes,phenomena and organisms such as artificial neural networks,swarm intelligence,deep learning systems,biomimicry,and more. The amazing characteristics of these systems offer a plethora of novel methodologies and opportunities to cope with emerging cyber challenges.
This edited book presents a timely review of the fundamentals,latest developments and diverse applications of nature-inspired algorithms in cyber security and resiliency. Topics include bio-inspired collaboration and cyber security; immune-based defense and resiliency; bio-inspired security and resiliency of network traffic; nature inspired machine learning approach for cyber security; nature-inspired algorithms in A.I. for malicious activity detection; DNA-inspired characterization and detection of novel social Twitter spambots; nature-inspired approaches for social network security; bio-inspired cyber-security for smart grid; nature-inspired cryptography and cryptanalysis,and more.
Contents
Preface
About the editors
1Nature-inspired analogies and metaphors for cyber security
2When to turn to nature-inspired solutions for cyber systems
3 Bioinspired collaboration and cyber security
4 lmmune-based defence and resiliency
5 Bio-inspired approaches for security and resiliency of network traffic
6Security and resilience for network traffic through nature-inspired approaches
7Towards nature-inspired machine-learning approach for cyber security
8 Artificial intelligence and data analytics for encrypted traffic classification on anonymity
networks
9 Bio/nature-inspired algorithms in A.l.for malicious activity detection
10 DNA-inspired characterization and detection of novel social Twitter spambots
11 Nature-inspired approaches for social network security
12 Software diversity for cyber resilience: percolation theoretic approach
13 Hunting bugs with nature-inspired fuzzing
14 Bio-inspired cyber-security for the smart grid
15 Nature-inspired cryptography and cryptanalysis
16 Generation of access-control schemes in computer networks based on genetic
algorithms
Index
Back Cover
Nature-Inspired Cyber Security and Resiliency 9781785616389.pdf
