Machine Learning Techniques for Cybersecurity, Bertino
Автор: Darren Cook Название: Practical Machine Learning with H2O ISBN: 149196460X ISBN-13(EAN): 9781491964606 Издательство: Wiley Рейтинг: Цена: 6334.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This hands-on guide teaches you how to use H20 with only minimal math and theory behind the learning algorithms.
Автор: Tsukerman Emmanuel Название: Machine Learning for Cybersecurity Cookbook ISBN: 1789614678 ISBN-13(EAN): 9781789614671 Издательство: Неизвестно Рейтинг: Цена: 9010.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book helps data scientists and cybersecurity experts on implementing the latest AI techniques in cybersecurity. Concrete and clear steps for implementing ML security systems are provided, saving you months in research and development. By the end of this book, you will be able to build defensive systems to curb cybersecurity threats.
Описание: Offers a thorough consideration of the innovative and emerging research within the area of machine learning. The book discusses how the technology has been used in the past as well as potential ways it can be used in the future to ensure industries continue to develop and grow.
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data.
The updated edition of this practical book uses concrete examples, minimal theory, and three production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. You'll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started.
Get started with cybersecurity and progress with the help of expert tips to get certified, find a job, and more
Key Features:
Learn how to follow your desired career path that results in a well-paid, rewarding job in cybersecurity
Explore expert tips relating to career paths and certification options
Access informative content from a panel of experienced cybersecurity experts
Book Description:
Cybersecurity is an emerging career trend and will continue to become increasingly important. Despite the lucrative pay and significant career growth opportunities, many people are unsure of how to get started.
This book is designed by leading industry experts to help you enter the world of cybersecurity with confidence, covering everything from gaining the right certification to tips and tools for finding your first job. The book starts by helping you gain a foundational understanding of cybersecurity, covering cyber law, cyber policy, and frameworks. Next, you'll focus on how to choose the career field best suited to you from options such as security operations, penetration testing, and risk analysis. The book also guides you through the different certification options as well as the pros and cons of a formal college education versus formal certificate courses. Later, you'll discover the importance of defining and understanding your brand. Finally, you'll get up to speed with different career paths and learning opportunities.
By the end of this cyber book, you will have gained the knowledge you need to clearly define your career path and develop goals relating to career progression.
What You Will Learn:
Gain an understanding of cybersecurity essentials, including the different frameworks and laws, and specialties
Find out how to land your first job in the cybersecurity industry
Understand the difference between college education and certificate courses
Build goals and timelines to encourage a work/life balance while delivering value in your job
Understand the different types of cybersecurity jobs available and what it means to be entry-level
Build affordable, practical labs to develop your technical skills
Discover how to set goals and maintain momentum after landing your first cybersecurity job
Who this book is for:
This book is for college graduates, military veterans transitioning from active service, individuals looking to make a mid-career switch, and aspiring IT professionals. Anyone who considers cybersecurity as a potential career field but feels intimidated, overwhelmed, or unsure of where to get started will also find this book useful.
Learn to identify a security incident and build a series of best practices to stop an attack before it creates serious consequences
Key Features
Discover the entire spectrum of Incident Response (IR), from its evolution to recovery in general as well as in the cloud
Understand IR best practices through real-world phishing incident scenarios
Explore the current challenges in IR through the perspectives of leading figures in the cybersecurity community
Book Description
Cybercriminals are always in search of new methods and ways to infiltrate systems. Quickly responding to an incident should help an organization minimize its losses, decrease vulnerabilities, and rebuild services and processes. An organization without knowledge of how to effectively implement key IR best practices is highly prone to cyber-attacks.
In the wake of the COVID-19 pandemic, with most organizations gravitating towards remote working and the cloud, this book provides updated IR processes to address the associated security risks.
The book begins by introducing you to the cybersecurity landscape and explaining why IR matters. You will understand the evolution of IR, current challenges, key metrics, and the composition of an IR team, along with an array of methods and tools used in an effective IR process. You will then learn how to apply this conceptual toolkit, with discussions on incident alerting, handling, investigation, recovery, and reporting.
As you progress through the book, you will cover governing IR on multiple platforms and sharing cyber threat intelligence. You will then thoroughly explore the entire spectrum of procedures involved in IR in the cloud - the challenges, opportunities, and how to handle a phishing incident.
Further, you'll learn how to build a proactive incident readiness culture, learn and implement IR best practices, and explore practical case studies using tools from Keepnet Labs and Binalyze. Finally, the book concludes with an "Ask the Experts" section where industry experts have provided their perspective on diverse topics in the IR sphere.
By the end of this book, you should become proficient at building and applying IR strategies pre-emptively and confidently.
What You Will Learn
Understand incident response and its significance
Organize an incident response team
Explore best practices for managing attack situations with your IR team
Form, organize, and operate a product security team to deal with product vulnerabilities and assess their severity
Organize all the entities involved in product security response
Respond to a security vulnerability based on Keepnet Labs processes and practices
Adapt all the above learnings for the cloud
Who this Book is for
This book is aimed at first-time incident responders, cybersecurity enthusiasts who want to get into IR, and users who deal with the security of an organization. It will also interest CIOs, CISOs, and members of IR, SOC, and CSIRT teams. However, IR is not just about IT or security teams, and anyone with a legal, HR, media, or other active business role would benefit from this book's discussions on individual and organizational security.
The book assumes you have some admin experience. No prior DFIR experience is required. Some infosec knowledge will be a plus but isn't mandatory.
Автор: Diogenes, Yuri Ozkaya, Erdal Название: Cybersecurity - attack and defense strategies ISBN: 183882779X ISBN-13(EAN): 9781838827793 Издательство: Неизвестно Рейтинг: Цена: 15447.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Cybersecurity - Attack and Defense Strategies, Second Edition is a completely revised new edition of the bestselling book that covers the very latest security threats and defense strategies, updated for 2020.
Описание: This book presents the latest advances in machine intelligence and big data analytics to improve early warning of cyber-attacks, for cybersecurity intrusion detection and monitoring, and malware analysis.
Название: Optimization of sustainable enzymes production ISBN: 1032273372 ISBN-13(EAN): 9781032273372 Издательство: Taylor&Francis Рейтинг: Цена: 13779.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents a systematic approach to analyze evolutionary and nature-inspired population-based search algorithms. The book presents current research on various applications of machine learning and discusses optimization techniques to solve real-life problems.
Автор: Matthieu Cord; P?draig Cunningham Название: Machine Learning Techniques for Multimedia ISBN: 3642443621 ISBN-13(EAN): 9783642443626 Издательство: Springer Рейтинг: Цена: 23058.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Processing multimedia content has emerged as a key area for the application of machine learning techniques, where the objectives are to provide insight into the domain from which the data is drawn, and to organize that data and improve the performance of the processes manipulating it.
Описание: This book presents the latest advances in machine intelligence and big data analytics to improve early warning of cyber-attacks, for cybersecurity intrusion detection and monitoring, and malware analysis.
Автор: Halder Soma, Ozdemir Sinan Название: Hands-On Machine Learning for Cybersecurity ISBN: 1788992288 ISBN-13(EAN): 9781788992282 Издательство: Неизвестно Рейтинг: Цена: 9010.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The book will allow readers to implement smart solutions to their existing cybersecurity products and effectively build intelligent solutions which cater to the needs of the future. By the end of this book, you will be able to build, apply, and evaluate machine learning algorithms to identify various cybersecurity potential threats.
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