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Cyber Security Meets Machine Learning, Chen


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Цена: 13974.00р.
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Автор: Chen
Название:  Cyber Security Meets Machine Learning
ISBN: 9789813367289
Издательство: Springer
Классификация:




ISBN-10: 9813367288
Обложка/Формат: Soft cover
Страницы: 163
Вес: 0.28 кг.
Дата издания: 18.07.2022
Язык: English
Издание: 1st ed. 2021
Иллюстрации: 24 illustrations, color; 17 illustrations, black and white; ix, 163 p. 41 illus., 24 illus. in color.
Размер: 233 x 155 x 13
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: Chapter 1. IoT Attacks and Malware.- Chapter 2. Machine Learning-based Online Source Identification for Image Forensics.- Chapter 3. Reinforcement Learning Based Communication Security for Unmanned Aerial Vehicles.- Chapter 4. Visual Analysis of Adversari



Reinforcement Learning for Cyber-Physical Systems with Cybersecurity Case Studies

Автор: Li, Chong
Название: Reinforcement Learning for Cyber-Physical Systems with Cybersecurity Case Studies
ISBN: 1138543535 ISBN-13(EAN): 9781138543539
Издательство: Taylor&Francis
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Цена: 12707.00 р.
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Описание: This book introduces reinforcement learning, and provides novel ideas and use cases to demonstrate the benefits of using reinforcement learning for Cyber Physical Systems. Two important case studies on applying reinforcement learning to cybersecurity problems are included.

Machine Learning for Computer and Cyber Security

Автор: Brij B. Gupta, Quan Z. Sheng
Название: Machine Learning for Computer and Cyber Security
ISBN: 1138587303 ISBN-13(EAN): 9781138587304
Издательство: Taylor&Francis
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Цена: 26796.00 р.
Наличие на складе: Поставка под заказ.

Описание: This comprehensive book offers valuable insights while using a wealth of examples and illustrations to effectively demonstrate the principles, algorithms, challenges and applications of machine learning and data mining for computer and cyber security.

Machine Learning in Cyber Trust

Автор: Jeffrey J. P. Tsai; Philip S. Yu
Название: Machine Learning in Cyber Trust
ISBN: 1441946985 ISBN-13(EAN): 9781441946980
Издательство: Springer
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Цена: 21661.00 р.
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Описание: In cyber-based systems, tasks can be formulated as learning problems and approached as machine-learning algorithms. This book covers applications of machine-learning methods in reliability, security, performance and privacy issues in cyber space.

Cyber Security Meets Machine Learning

Автор: Chen Xiaofeng, Susilo Willy, Bertino Elisa
Название: Cyber Security Meets Machine Learning
ISBN: 9813367253 ISBN-13(EAN): 9789813367258
Издательство: Springer
Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Chapter 1. IoT Attacks and Malware.- Chapter 2. Machine Learning-based Online Source Identification for Image Forensics.- Chapter 3. Reinforcement Learning Based Communication Security for Unmanned Aerial Vehicles.- Chapter 4. Visual Analysis of Adversarial Examples in Machine Learning.- Chapter 5. Adversarial Attacks against Deep Learning-based Speech Recognition Systems.- Chapter 6. Secure Outsourced Machine Learning.- Chapter 7. A Survey on Secure Outsourced Deep Learning.

Cyber Security Cryptography and Machine Learning

Автор: Shlomi Dolev; Sachin Lodha
Название: Cyber Security Cryptography and Machine Learning
ISBN: 3319600796 ISBN-13(EAN): 9783319600796
Издательство: Springer
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Цена: 9083.00 р.
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Описание: This book constitutes the proceedings of the first International Symposium on Cyber Security Cryptography and Machine Learning, held in Beer-Sheva, Israel, in June 2017. The 17 full and 4 short papers presented include cyber security; secure software development methodologies, formal methods semantics and verification of secure systems;

Cyber Security Cryptography and Machine Learning

Автор: Dinur
Название: Cyber Security Cryptography and Machine Learning
ISBN: 3319941461 ISBN-13(EAN): 9783319941462
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book constitutes the refereed proceedings of the Second International Symposium on Cyber Security Cryptography and Machine Learning, CSCML 2018, held in Beer-Sheva, Israel, in June 2018. The 16 full and 6 short papers presented in this volume were carefully reviewed and selected from 44 submissions.

Social Network Forensics, Cyber Security, and Machine Learning

Автор: Krishna P. Venkata, Gurumoorthy Sasikumar, Obaidat Mohammad S.
Название: Social Network Forensics, Cyber Security, and Machine Learning
ISBN: 9811314551 ISBN-13(EAN): 9789811314551
Издательство: Springer
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Цена: 8384.00 р.
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Описание: This book discusses the issues and challenges in Online Social Networks (OSNs). It highlights various aspects of OSNs consisting of novel social network strategies and the development of services using different computing models. Moreover, the book investigates how OSNs are impacted by cutting-edge innovations.

Machine Learning for Cyber Security

Автор: Xiaofeng Chen; Xinyi Huang; Jun Zhang
Название: Machine Learning for Cyber Security
ISBN: 3030306186 ISBN-13(EAN): 9783030306182
Издательство: Springer
Рейтинг:
Цена: 9222.00 р.
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Описание: This book constitutes the proceedings of the Second International Conference on Machine Learning for Cyber Security, ML4CS 2019, held in Xi`an, China in September 2019. The 23 revised full papers and 3 short papers presented were carefully reviewed and selected from 70 submissions.

Cyber Security Cryptography and Machine Learning

Автор: Shlomi Dolev; Danny Hendler; Sachin Lodha; Moti Yu
Название: Cyber Security Cryptography and Machine Learning
ISBN: 3030209504 ISBN-13(EAN): 9783030209506
Издательство: Springer
Рейтинг:
Цена: 9222.00 р.
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Описание: This book constitutes the refereed proceedings of the Third International Symposium on Cyber Security Cryptography and Machine Learning, CSCML 2019, held in Beer-Sheva, Israel, in June 2019.The 18 full and 10 short papers presented in this volume were carefully reviewed and selected from 36 submissions. They deal with the theory, design, analysis, implementation, or application of cyber security, cryptography and machine learning systems and networks, and conceptually innovative topics in these research areas.

Machine Learning for Cyber Security: Third International Conference, Ml4cs 2020, Guangzhou, China, October 8-10, 2020, Proceedings, Part I

Автор: Chen Xiaofeng, Yan Hongyang, Yan Qiben
Название: Machine Learning for Cyber Security: Third International Conference, Ml4cs 2020, Guangzhou, China, October 8-10, 2020, Proceedings, Part I
ISBN: 3030622223 ISBN-13(EAN): 9783030622220
Издательство: Springer
Цена: 13974.00 р.
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Описание: This three volume book set constitutes the proceedings of the Third International Conference on Machine Learning for Cyber Security, ML4CS 2020, held in Xi`an, China in October 2020.The 118 full papers and 40 short papers presented were carefully reviewed and selected from 360 submissions.

Machine Learning for Cyber Security: Third International Conference, Ml4cs 2020, Guangzhou, China, October 8-10, 2020, Proceedings, Part III

Автор: Chen Xiaofeng, Yan Hongyang, Yan Qiben
Название: Machine Learning for Cyber Security: Third International Conference, Ml4cs 2020, Guangzhou, China, October 8-10, 2020, Proceedings, Part III
ISBN: 3030624625 ISBN-13(EAN): 9783030624620
Издательство: Springer
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This three volume book set constitutes the proceedings of the Third International Conference on Machine Learning for Cyber Security, ML4CS 2020, held in Xi`an, China in October 2020.The 118 full papers and 40 short papers presented were carefully reviewed and selected from 360 submissions.

Computer Programming and Cyber Security for Beginners: This Book Includes: Python Machine Learning, SQL, Linux, Hacking with Kali Linux, Ethical Hacki

Автор: Codings Zach
Название: Computer Programming and Cyber Security for Beginners: This Book Includes: Python Machine Learning, SQL, Linux, Hacking with Kali Linux, Ethical Hacki
ISBN: 1801444382 ISBN-13(EAN): 9781801444385
Издательство: Springer
Рейтинг:
Цена: 4739.00 р.
Наличие на складе: Поставка под заказ.

Описание:

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Do you feel that informatics is indispensable in today's increasingly digital world? Do you want to introduce yourself to the world of programming or cyber security but don't know where to get started? If the answer to these questions is yes, then keep reading...

This book includes:

PYTHON MACHINE LEARNING: A Beginner's Guide to Python Programming for Machine Learning and Deep Learning, Data Analysis, Algorithms and Data Science with Scikit Learn, TensorFlow, PyTorch and Keras

Here's a sneak peek of what you'll learn with this book:

- The Fundamentals of Python

- Python for Machine Learning

- Data Analysis in Python

- Comparing Deep Learning and Machine Learning

- The Role of Machine Learning in the Internet of Things (IoT)

And much more...

SQL FOR BEGINNERS: A Step by Step Guide to Learn SQL Programming for Query Performance Tuning on SQL Database

Throughout these pages, you will learn:

- How to build databases and tables with the data you create.

- How to sort through the data efficiently to find what you need.

- The exact steps to clean your data and make it easier to analyze.

- How to modify and delete tables and databases.

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LINUX FOR BEGINNERS: An Introduction to the Linux Operating System for Installation, Configuration and Command Line

We will cover the following topics:

- How to Install Linux

- The Linux Console

- Command line interface

- Network administration

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HACKING WITH KALI LINUX: A Beginner's Guide to Learn Penetration Testing to Protect Your Family and Business from Cyber Attacks Building a Home Security System for Wireless Network Security

You will learn:

- The importance of cybersecurity

- How malware and cyber-attacks operate

- How to install Kali Linux on a virtual box

- VPNs & Firewalls

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ETHICAL HACKING: A Beginner's Guide to Computer and Wireless Networks Defense Strategies, Penetration Testing and Information Security Risk Assessment

Here's a sneak peek of what you'll learn with this book:

- What is Ethical Hacking (roles and responsibilities of an Ethical Hacker)

- Most common security tools

- The three ways to scan your system

- The seven proven penetration testing strategies

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This book won't make you an expert programmer, but it will give you an exciting first look at programming and a foundation of basic concepts with which you can start your journey learning computer programming, machine learning and cybersecurity

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