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Machine Learning Approaches in Cyber Security Analytics, Tony Thomas



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Автор: Tony Thomas   (Тони Томас)
Название:  Machine Learning Approaches in Cyber Security Analytics
Перевод названия: Тони Томас: Подходы машинного обучения в аналитике кибербезопасности
ISBN: 9789811517051
Издательство: Springer
Классификация:
ISBN-10: 9811517053
Обложка/Формат: Hardcover
Страницы: 209
Вес: 0.585 кг.
Дата издания: 02.01.2020
Язык: English
Ссылка на Издательство: Link
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Поставляется из: Германии



Research Design: Qualitative, Quantitative, and Mixed Methods Approaches

Автор: Creswell John W., Creswell J. Research Design
Название: Research Design: Qualitative, Quantitative, and Mixed Methods Approaches
ISBN: 1506386709 ISBN-13(EAN): 9781506386706
Издательство: Sage Publications
Цена: 12112 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

This bestselling text pioneered the comparison of qualitative, quantitative, and mixed methods research design. For all three approaches, John W. Creswell and new co-author J. David Creswell include a preliminary consideration of philosophical assumptions; key elements of the research process; a review of the literature; an assessment of the use of theory in research applications, and reflections about the importance of writing and ethics in scholarly inquiry.

New to this Edition

  • Updated discussion on designing a proposal for a research project and on the steps in designing a research study.
  • Additional content on epistemological and ontological positioning in relation to the research question and chosen methodology and method.
  • Additional updates on the transformative worldview.
  • Expanded coverage on specific approaches such as case studies, participatory action research, and visual methods.
  • Additional information about social media, online qualitative methods, and mentoring and reflexivity in qualitative methods.
  • Incorporation of action research and program evaluation in mixed methods and coverage of the latest advances in the mixed methods field
  • Additional coverage on qualitative and quantitative data analysis software in the respective methods chapters.
  • Additional information about causality and its relationship to statistics in quantitative methods.
  • Incorporation of writing discussion sections into each of the three methodologies.
  • Current references and additional readings are included in this new edition.
Approaches and Methods in Language Teaching

Автор: Richards Jack C.
Название: Approaches and Methods in Language Teaching
ISBN: 1107675960 ISBN-13(EAN): 9781107675964
Издательство: Cambridge University Press
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Цена: 4711 р.
Наличие на складе: Есть

Описание: An extensively revised and updated edition of this popular and accessible text. Approaches and Methods in Language Teaching Third edition is an extensive revision of this highly successful book. As in previous editions, both major and alternative approaches and methods are surveyed, with the section on current communicative approaches updated to include new material on CLIL, text and genre-based teaching. The book seeks not only to clarify the assumptions behind these approaches, and their similarities and differences, but also to help teachers explore their own beliefs and practices in language teaching. Further new material deals with other directions in language teaching, such as outcomes-based initiatives, to make this edition fully up-to-date.

Research Design: Qualitative, Quantitative, and Mixed Methods Approaches

Автор: Creswell, John W. Creswell, J. David
Название: Research Design: Qualitative, Quantitative, and Mixed Methods Approaches
ISBN: 1506386768 ISBN-13(EAN): 9781506386768
Издательство: Sage Publications
Рейтинг:
Цена: 9400 р.
Наличие на складе: Есть (1 шт.)
Описание: This best-selling text pioneered the comparison of qualitative, quantitative, and mixed methods research design. For all three approaches, John W. Creswell and new co-author J. David Creswell include a preliminary consideration of philosophical assumptions, key elements of the research process, a review of the literature, an assessment of the use of theory in research applications, and reflections about the importance of writing and ethics in scholarly inquiry.    New to this Edition:   Updated discussion on designing a proposal for a research project and on the steps in designing a research study Additional content on epistemological and ontological positioning in relation to the research question and chosen methodology and method Additional updates on the transformative worldview Expanded coverage on specific approaches such as case studies, participatory action research, and visual methods Additional information about qualitative and quantitative data analysis, social media, online qualitative methods, and mentoring and reflexivity in qualitative methods Incorporation of action research and program evaluation in mixed methods and coverage of the latest advances in the mixed methods field Additional information about causality and its relationship to statistics in quantitative methods Incorporation of writing discussion sections into each of the three methodologies An invaluable guide for students and researchers across the social and behavioural sciences.

Business Analytics and Cyber Security Management in Organizations

Автор: Rajagopal, Behl Ramesh
Название: Business Analytics and Cyber Security Management in Organizations
ISBN: 152250902X ISBN-13(EAN): 9781522509028
Издательство: Eurospan
Рейтинг:
Цена: 38653 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Traditional marketing techniques have become outdated by the emergence of the internet, and for companies to survive in the new technological marketplace, they must adopt digital marketing and business analytics practices. Unfortunately, with the benefits of improved storage and flow of information comes the risk of cyber-attack.Business Analytics and Cyber Security Management in Organizations compiles innovative research from international professionals discussing the opportunities and challenges of the new era of online business. Outlining updated discourse for business analytics techniques, strategies for data storage, and encryption in emerging markets, this book is ideal for business professionals, practicing managers, and students of business.

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: 27225 р.
Наличие на складе: Поставка под заказ.

Описание: 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.

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
Рейтинг:
Цена: 13611 р.
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Описание: Reinforcement Learning for Cyber-Physical Systems: with Cybersecurity Case Studies was inspired by recent developments in the fields of reinforcement learning (RL) and cyber-physical systems (CPSs). Rooted in behavioral psychology, RL is one of the primary strands of machine learning. Different from other machine learning algorithms, such as supervised learning and unsupervised learning, the key feature of RL is its unique learning paradigm, i.e., trial-and-error. Combined with the deep neural networks, deep RL become so powerful that many complicated systems can be automatically managed by AI agents at a superhuman level. On the other hand, CPSs are envisioned to revolutionize our society in the near future. Such examples include the emerging smart buildings, intelligent transportation, and electric grids. However, the conventional hand-programming controller in CPSs could neither handle the increasing complexity of the system, nor automatically adapt itself to new situations that it has never encountered before. The problem of how to apply the existing deep RL algorithms, or develop new RL algorithms to enable the real-time adaptive CPSs, remains open. This book aims to establish a linkage between the two domains by systematically introducing RL foundations and algorithms, each supported by one or a few state-of-the-art CPS examples to help readers understand the intuition and usefulness of RL techniques. Features Introduces reinforcement learning, including advanced topics in RL Applies reinforcement learning to cyber-physical systems and cybersecurity Contains state-of-the-art examples and exercises in each chapter Provides two cybersecurity case studies Reinforcement Learning for Cyber-Physical Systems with Cybersecurity Case Studies is an ideal text for graduate students or junior/senior undergraduates in the fields of science, engineering, computer science, or applied mathematics. It would also prove useful to researchers and engineers interested in cybersecurity, RL, and CPS. The only background knowledge required to appreciate the book is a basic knowledge of calculus and probability theory.

Security Analytics for the Internet of Everything

Автор: Mohiuddin Mohiuddin Ahmed
Название: Security Analytics for the Internet of Everything
ISBN: 036744092X ISBN-13(EAN): 9780367440923
Издательство: Taylor&Francis
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Цена: 13611 р.
Наличие на складе: Поставка под заказ.

Описание:

Security Analytics for the Internet of Everything compiles the latest trends, technologies, and applications in this emerging field. It includes chapters covering emerging security trends, cyber governance, artificial intelligence in cybersecurity, and cyber challenges. Contributions from leading international experts are included.

The target audience for the book is graduate students, professionals, and researchers working in the fields of cybersecurity, computer networks, communications, and the Internet of Everything (IoE). The book also includes some chapters written in a tutorial style so that general readers can easily grasp some of the ideas.

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: 9651 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;

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
Рейтинг:
Цена: 8166 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

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.

The Palgrave Handbook of Global Approaches to Peace

Автор: Kulnazarova, Aigul, Popovski, Vesselin
Название: The Palgrave Handbook of Global Approaches to Peace
ISBN: 331978904X ISBN-13(EAN): 9783319789040
Издательство: Springer
Рейтинг:
Цена: 26729 р.
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Описание: With existing literature focusing largely on Western perspectives of peace and their applications, a global understanding of peace is much needed. Spurred by more recent debates and discourses that criticize the dominant realist and liberal approaches for crises in contemporary state- and peace-building, the contributors to this handbook emphasize not only the need to solve this eternal conundrum of humanity, but also demand—with the rise of increasingly more violent conflicts in international relations—the development of a global interpretive framework for peace and security. To this end, the present handbook examines conceptual, institutional and normative interpretive approaches for making, building and promoting peace in the context of roles played by state and non-state actors within local, national, regional, and global units of analysis.

Cyber Security Intelligence and Analytics

Автор: Zheng Xu; Kim-Kwang Raymond Choo; Ali Dehghantanha
Название: Cyber Security Intelligence and Analytics
ISBN: 3030152340 ISBN-13(EAN): 9783030152345
Издательство: Springer
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Цена: 22274 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book presents the outcomes of the 2019 International Conference on Cyber Security Intelligence and Analytics (CSIA2019), an international conference dedicated to promoting novel theoretical and applied research advances in the interdisciplinary field of cyber security, particularly focusing on threat intelligence, analytics, and countering cyber crime. The conference provides a forum for presenting and discussing innovative ideas, cutting-edge research findings, and novel techniques, methods and applications on all aspects of Cyber Security Intelligence and Analytics.

Cyber Security: Analytics, Technology and Automation

Автор: Martti Lehto; Pekka Neittaanm?ki
Название: Cyber Security: Analytics, Technology and Automation
ISBN: 331918301X ISBN-13(EAN): 9783319183015
Издательство: Springer
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Цена: 17819 р.
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Описание: The book, in addition to the cyber threats and technology, processes cyber security from many sides as a social phenomenon and how the implementation of the cyber security strategy is carried out.The book gives a profound idea of the most spoken phenomenon of this time.


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