Machine Learning for Computer and Cyber Security Book [PDF] Download

Download the fantastic book titled Machine Learning for Computer and Cyber Security written by Brij B. Gupta, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Machine Learning for Computer and Cyber Security", which was released on 05 February 2019. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.

Summary of Machine Learning for Computer and Cyber Security by Brij B. Gupta PDF

While Computer Security is a broader term which incorporates technologies, protocols, standards and policies to ensure the security of the computing systems including the computer hardware, software and the information stored in it, Cyber Security is a specific, growing field to protect computer networks (offline and online) from unauthorized access, botnets, phishing scams, etc. Machine learning is a branch of Computer Science which enables computing machines to adopt new behaviors on the basis of observable and verifiable data and information. It can be applied to ensure the security of the computers and the information by detecting anomalies using data mining and other such techniques. This book will be an invaluable resource to understand the importance of machine learning and data mining in establishing computer and cyber security. It emphasizes important security aspects associated with computer and cyber security along with the analysis of machine learning and data mining based solutions. The book also highlights the future research domains in which these solutions can be applied. Furthermore, it caters to the needs of IT professionals, researchers, faculty members, scientists, graduate students, research scholars and software developers who seek to carry out research and develop combating solutions in the area of cyber security using machine learning based approaches. It is an extensive source of information for the readers belonging to the field of Computer Science and Engineering, and Cyber Security professionals. Key Features: This book contains examples and illustrations to demonstrate the principles, algorithms, challenges and applications of machine learning and data mining for computer and cyber security. It showcases important security aspects and current trends in the field. It provides an insight of the future research directions in the field. Contents of this book help to prepare the students for exercising better defense in terms of understanding the motivation of the attackers and how to deal with and mitigate the situation using machine learning based approaches in better manner.


Detail About Machine Learning for Computer and Cyber Security PDF

  • Author : Brij B. Gupta
  • Publisher : CRC Press
  • Genre : Computers
  • Total Pages : 333 pages
  • ISBN : 0429995717
  • PDF File Size : 51,9 Mb
  • Language : English
  • Rating : 4/5 from 21 reviews

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Machine Learning for Computer and Cyber Security

Machine Learning for Computer and Cyber Security
  • Publisher : CRC Press
  • File Size : 33,5 Mb
  • Release Date : 05 February 2019
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While Computer Security is a broader term which incorporates technologies, protocols, standards and policies to ensure the security of the computing systems including the computer hardware, software and the information

Hands-On Machine Learning for Cybersecurity

Hands-On Machine Learning for Cybersecurity
  • Publisher : Packt Publishing Ltd
  • File Size : 39,5 Mb
  • Release Date : 31 December 2018
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Get into the world of smart data security using machine learning algorithms and Python libraries Key FeaturesLearn machine learning algorithms and cybersecurity fundamentalsAutomate your daily workflow by applying use cases

Machine Learning for Cybersecurity Cookbook

Machine Learning for Cybersecurity Cookbook
  • Publisher : Packt Publishing Ltd
  • File Size : 50,9 Mb
  • Release Date : 25 November 2019
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Learn how to apply modern AI to create powerful cybersecurity solutions for malware, pentesting, social engineering, data privacy, and intrusion detection Key FeaturesManage data of varying complexity to protect your

Machine Learning Approaches in Cyber Security Analytics

Machine Learning Approaches in Cyber Security Analytics
  • Publisher : Springer Nature
  • File Size : 45,5 Mb
  • Release Date : 16 December 2019
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This book introduces various machine learning methods for cyber security analytics. With an overwhelming amount of data being generated and transferred over various networks, monitoring everything that is exchanged and

Data Mining and Machine Learning in Cybersecurity

Data Mining and Machine Learning in Cybersecurity
  • Publisher : CRC Press
  • File Size : 45,5 Mb
  • Release Date : 19 April 2016
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With the rapid advancement of information discovery techniques, machine learning and data mining continue to play a significant role in cybersecurity. Although several conferences, workshops, and journals focus on the

Cyber Security Meets Machine Learning

Cyber Security Meets Machine Learning
  • Publisher : Springer Nature
  • File Size : 55,7 Mb
  • Release Date : 02 July 2021
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Machine learning boosts the capabilities of security solutions in the modern cyber environment. However, there are also security concerns associated with machine learning models and approaches: the vulnerability of machine

Machine Learning and Security

Machine Learning and Security
  • Publisher : "O'Reilly Media, Inc."
  • File Size : 52,6 Mb
  • Release Date : 26 January 2018
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Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you

Game Theory and Machine Learning for Cyber Security

Game Theory and Machine Learning for Cyber Security
  • Publisher : John Wiley & Sons
  • File Size : 22,5 Mb
  • Release Date : 08 September 2021
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GAME THEORY AND MACHINE LEARNING FOR CYBER SECURITY Move beyond the foundations of machine learning and game theory in cyber security to the latest research in this cutting-edge field In

Deep Learning Applications for Cyber Security

Deep Learning Applications for Cyber Security
  • Publisher : Springer
  • File Size : 40,9 Mb
  • Release Date : 14 August 2019
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Cybercrime remains a growing challenge in terms of security and privacy practices. Working together, deep learning and cyber security experts have recently made significant advances in the fields of intrusion

Machine Learning, Blockchain, and Cyber Security in Smart Environments

Machine Learning, Blockchain, and Cyber Security in Smart Environments
  • Publisher : CRC Press
  • File Size : 47,7 Mb
  • Release Date : 31 August 2022
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Machine Learning, Cyber Security, and Blockchain in Smart Environment: Application and Challenges provides far-reaching insights into the recent techniques forming the backbone of smart environments, and addresses the vulnerabilities that