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Download the fantastic book titled Cyber Security Meets Machine Learning written by Xiaofeng Chen, 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 "Cyber Security Meets Machine Learning", which was released on 02 July 2021. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.

Summary of Cyber Security Meets Machine Learning by Xiaofeng Chen PDF

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 learning models to adversarial attacks is a fatal flaw in the artificial intelligence technologies, and the privacy of the data used in the training and testing periods is also causing increasing concern among users. This book reviews the latest research in the area, including effective applications of machine learning methods in cybersecurity solutions and the urgent security risks related to the machine learning models. The book is divided into three parts: Cyber Security Based on Machine Learning; Security in Machine Learning Methods and Systems; and Security and Privacy in Outsourced Machine Learning. Addressing hot topics in cybersecurity and written by leading researchers in the field, the book features self-contained chapters to allow readers to select topics that are relevant to their needs. It is a valuable resource for all those interested in cybersecurity and robust machine learning, including graduate students and academic and industrial researchers, wanting to gain insights into cutting-edge research topics, as well as related tools and inspiring innovations.

Cyber Security Meets Machine Learning

Detail About Cyber Security Meets Machine Learning PDF

  • Author : Xiaofeng Chen
  • Publisher : Springer Nature
  • Genre : Computers
  • Total Pages : 168 pages
  • ISBN : 9813367261
  • PDF File Size : 48,7 Mb
  • Language : English
  • Rating : 4/5 from 21 reviews

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Cyber Security Meets Machine Learning

Cyber Security Meets Machine Learning
  • Publisher : Springer Nature
  • File Size : 48,8 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 for Cyber Security

Machine Learning for Cyber Security
  • Publisher : Walter de Gruyter GmbH & Co KG
  • File Size : 45,9 Mb
  • Release Date : 05 December 2022
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This book shows how machine learning (ML) methods can be used to enhance cyber security operations, including detection, modeling, monitoring as well as defense against threats to sensitive data and

Machine Learning for Cyber Agents

Machine Learning for Cyber Agents
  • Publisher : Springer Nature
  • File Size : 51,5 Mb
  • Release Date : 27 January 2022
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The cyber world has been both enhanced and endangered by AI. On the one hand, the performance of many existing security services has been improved, and new tools created. On

Deep Learning Applications for Cyber Security

Deep Learning Applications for Cyber Security
  • Publisher : Springer
  • File Size : 29,7 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

Network Intrusion Detection using Deep Learning

Network Intrusion Detection using Deep Learning
  • Publisher : Springer
  • File Size : 38,9 Mb
  • Release Date : 25 September 2018
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This book presents recent advances in intrusion detection systems (IDSs) using state-of-the-art deep learning methods. It also provides a systematic overview of classical machine learning and the latest developments in

Machine Learning for Computer and Cyber Security

Machine Learning for Computer and Cyber Security
  • Publisher : CRC Press
  • File Size : 36,7 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

Artificial Intelligence for Cybersecurity

Artificial Intelligence for Cybersecurity
  • Publisher : Springer Nature
  • File Size : 49,5 Mb
  • Release Date : 15 July 2022
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This book explores new and novel applications of machine learning, deep learning, and artificial intelligence that are related to major challenges in the field of cybersecurity. The provided research goes

Machine Learning and Security

Machine Learning and Security
  • Publisher : "O'Reilly Media, Inc."
  • File Size : 28,9 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

Machine Learning Techniques and Analytics for Cloud Security

Machine Learning Techniques and Analytics for Cloud Security
  • Publisher : John Wiley & Sons
  • File Size : 53,9 Mb
  • Release Date : 30 November 2021
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MACHINE LEARNING TECHNIQUES AND ANALYTICS FOR CLOUD SECURITY This book covers new methods, surveys, case studies, and policy with almost all machine learning techniques and analytics for cloud security solutions

Machine Learning Approaches in Cyber Security Analytics

Machine Learning Approaches in Cyber Security Analytics
  • Publisher : Springer Nature
  • File Size : 31,5 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