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Cloud computingCloud Computing has been evolving and expanding over the past decade, to encompass Internet connected devices in the field. This offers new business opportunities and additional securitySecurity challenges. Former is driven by automation, to offer 24 × 7 monitoring with surveillance cameras, improving industrial productivity and scalability never seen before in the human history. However, addition of edge computing and IoT also expands the attack surface and threat models. This enables hackers to operate at a massive scale by remotely hijacking IoT devices, and launch remote Denial of Service (DoS) attacks on centralized servers in a Cloud datacenter. Hence, there is a need for new machine learningMachine Learning based techniques to improve Cloud computingCloud Computing securitySecurity.

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Cloud Computing Concepts

  • 章节

  • 发表日期：

    2025年

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  • Pramod Gupta,
  • Naresh Kumar Sehgal,
  • John M. Acken

摘要

Cloud computingCloud Computing has been evolving and expanding over the past decade, to encompass Internet connected devices in the field. This offers new business opportunities and additional securitySecurity challenges. Former is driven by automation, to offer 24 × 7 monitoring with surveillance cameras, improving industrial productivity and scalability never seen before in the human history. However, addition of edge computing and IoT also expands the attack surface and threat models. This enables hackers to operate at a massive scale by remotely hijacking IoT devices, and launch remote Denial of Service (DoS) attacks on centralized servers in a Cloud datacenter. Hence, there is a need for new machine learningMachine Learning based techniques to improve Cloud computingCloud Computing securitySecurity.