امنیت سایبری و تاب‌آوری الهام‌گرفته از طبیعت: اصول، تکنیک‌ها و کاربردها

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. -- Back cover 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 Cybersecurity; Immune-based Defense And Resiliency; Bio-inspired Security And Resiliency Of Network Traffic And More. A Compelling Read For Researchers, Engineers, Software Developers And Students In Information And Cyber Security, Computing, Networking, Communications, Computational Intelligence, Neural Networking, Pattern Recognition And Data Mining And Analytics. This is a timely review of the fundamentals, the latest developments and the diverse applications of nature-inspired algorithms in cyber security and resiliency. Based on concepts from natural processes, phenomena and organisms, it presents novel methodologies to cope with cyber security challenges.