Название: Adversarial Deep Learning in Cybersecurity: Attack Surfaces, Defence Mechanisms, Learning Theories in Artificial Intelligence
Автор: Aneesh Sreevallabh Chivukula, Xinghao Yang, Bo Liu
Издательство: Springer
Год: 2023
Страниц: 314
Язык: английский
Формат: pdf
Размер: 10.2 MB

A critical challenge in Deep Learning is the vulnerability of Deep Learning networks to security attacks from intelligent cyber adversaries. Even innocuous perturbations to the training data can be used to manipulate the behaviour of deep networks in unintended ways. In this book, we review the latest developments in adversarial attack technologies in Computer vision; Natural Language Processing (NLP); and cybersecurity with regard to multidimensional, textual and image data, sequence data, and temporal data. In turn, we assess the robustness properties of Deep Learning networks to produce a taxonomy of adversarial examples that characterises the security of learning systems using game theoretical Adversarial Deep Learning algorithms. The state-of-the-art in adversarial perturbation-based privacy protection mechanisms is also reviewed.

Название: Think Like a CTO (Final Release)
Автор: Alan Williamson
Издательство: Manning Publications
Год: 2023
Страниц: 320
Язык: английский
Формат: pdf (true)
Размер: 13.3 MB

An effective Chief Technology Officer shapes almost every aspect of a modern business. This book shares the experience and advice of veteran CTOs and industry experts for handling IT crises, leading tech teams, and creating an inspiring vision for your company. Becoming a CTO is an incredible accomplishment. It’s also one of the hardest transitions a technologist can make. This high-power and high-pressure role demands skills that are rarely developed as a software engineer. Think Like a CTO shines a light on all the areas an aspiring CTO needs to master to succeed. You’ll learn how to build incredible working relationships with the rest of the C-suite, transform a company with private equity, and recruit and manage your development team. With this book as your guide, you’ll quickly become a trusted leader figure with an inspiring vision for your company.

Название: Regular Expression Puzzles and AI Coding Assistants: 24 puzzles solved by the author, with and without assistance
Автор: David Q. Mertz
Издательство: Manning Publications
Год: 2023
Страниц: 147
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Learn how AI-assisted coding using ChatGPT and GitHub Copilot can dramatically increase your productivity (and fun) writing regular expressions and other programs. Regular Expression Puzzles and AI Coding Assistants is the story of two competitors. On one side is David Mertz, an expert programmer and the author of the Web's most popular Regex tutorial. On the other are the AI powerhouse coding assistants, GitHub Copilot and OpenAI ChatGPT. Here's how the contest works: David invents 24 Regex problems he calls puzzles and shows you how to tackle each one. When he's done, he has Copilot and ChatGPT work the same puzzles. What they produce intrigues him. Which side is likelier to get it right? Which will write simple and elegant code? Which makes smarter use of lesser known Regex library features? Read the book to find out. David also offers AI best practices, showing how smart prompts return better results. By the end, you'll be a master at solving your own Regex puzzles, whether you use AI or not.

Название: Методы программирования: Компьютерные вычисления
Автор: Могилев А.В., Листрова Л.В.
Издательство: СПб.: БХB-Петербуpг
Год: 2008
Cтраниц: 320
Формат: pdf
Размер: 13 мб
Язык: русский

Книга является частью комплекта учебников по курсу информатики и информационно-коммуникационных технологий (ИКТ) в старших классах общеобразовательной школы на профильном уровне. Она охватывает 5-й и 6-й из 10-ти модулей курса и является продолжением пособий "Информация и информационные процессы. Социальная информатика", "Средства информатизации. Телекоммуникационные технологии".

Название: Managing Datasets and Models
Автор: Oswald Campesato
Издательство: Mercury Learning and Information
Год: 2023
Страниц: 387
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book contains a fast-paced introduction to data-related tasks in preparation for training models on datasets. It presents a step-by-step, Python-based code sample that uses the kNN algorithm to manage a model on a dataset. Next, you will see other classification algorithms (on the same dataset), such as decision trees, random forests, SVMs (support vector machines), and Naive Bayes simply by modifying three lines of code. Chapter One begins with an introduction to datasets and issues that can arise, followed by Chapter Two on outliers and anomaly detection. The next chapter explores ways for handling missing data and invalid data, and Chapter Four demonstrates how to train models with classification algorithms. Chapter 5 introduces visualization toolkits, such as Sweetviz, Skimpy, Matplotlib, and Seaborn, along with some simple Python-based code samples that render charts and graphs. An appendix includes some basics on using Awk.

Название: Blockchain For Dummies, 3rd Edition
Автор: Tiana Laurence
Издательство: For Dummies
Год: 2023
Страниц: 275
Язык: английский
Формат: pdf (true)
Размер: 12.0 MB

Carve out your niche in the exploding world of blockchain technology. Cryptocurrency, NFTs, smart contracts, and ever-more-important business and finance functions―they all run on blockchain. Blockchain For Dummies is the must-have guide to the basics of blockchain. This clear reference breaks down exactly what blockchain technology is, how it’s used across industries, and what it all means for you and your investment portfolio. Learn the latest token standards, emerging tools and platforms, and opportunities that you’ll want to hop aboard. This book demystifies all of it, so you can understand and profit from this major disruptor in the world of finance. Evaluate new ideas and trends, make smarter decisions, and establish your presence on your blockchains of choice. Hyperledger has several revolutionary projects under incubation. In this section, I fill you in on the three most prominent and well-developed projects. These blockchain technologies include distributed ledger frameworks, smart contract engines, client libraries, graphical interfaces, utility libraries, and sample applications.

Название: Modern Web Development with Go: Build real-world, fast, efficient and scalable web server apps using Go programming language
Автор: Dusan Stojanovic
Издательство: Orange Education
Год: 2023
Страниц: 444
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

Build fast, scalable web server applications by harnessing the power of solution-driven programming with Go. In this book, we are going to learn how to design, develop and deploy Web Server Applications using the Go programming language. In recent years, Go has become the industrial standard for these kinds of applications; so by learning this, a lot of good opportunities can be opened in the market. All subjects will be covered through various practical examples. This book will cover the state-of-the-art technology for the development of Web Applications and follow all industrial standards. At the beginning we will do the preparation for development. Here, we will learn the basics of the Go programming language, the basics of Web Servers, how to set up a project with Go, and how to design software solutions.

Название: PHP Security and Session Management: Managing Sessions and Ensuring PHP Security (2022 Guide for Beginners)
Автор: Ray Dinwiddie
Издательство: Ray Dinwiddie
Год: 2022
Страниц: 154
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Learn how to protect your website and apps and how security and session management work. Do you want to know how to safeguard your website? Are your websites being attacked? Are you weary of replicating the feats you see on YouTube and having them fail? If this is the case, the answer is straightforward: PHP Security and Session Management will answer all of your questions and assist you in understanding the underlying problems and how to resolve them. It will educate you on the hazards that your site may encounter after it goes live. This book will discuss both the challenges and the remedies. Imagine not having to worry about your website being hijacked since you are well-versed in the danger you have just encountered. Consider being able to assist a colleague or a junior programmer. Consider keeping your site safe and not worrying about being stolen while you sleep. With this book, you may learn about the challenges and find solutions. From threats to assaults, you'll gain basic yet condensed knowledge of PHP security.

Название: Novel Financial Applications of Machine Learning and Deep Learning: Algorithms, Product Modeling, and Applications
Автор: Mohammad Zoynul Abedin, Petr Hajek
Издательство: Springer
Год: 2023
Страниц: 235
Язык: английский
Формат: pdf (true), epub
Размер: 18.5 MB

The Novel Financial Applications of Machine Learning and Deep Learning: Algorithms, Product Modelling, and Applications presents the state of the art of the application of Machine Learning (ML) and Deep Learning (DL) in the domain of finance. We will present a combination of empirical evidence to diverse fields of finance so that this book is useful to academics, practitioners, and policymakers who are looking to train novel and the most advanced machine learning classifiers. Thus, the purpose of this book is to provide a broad area of applications to different financial assets and markets. Furthermore, from an extensive literature assessment, it is evident that there are no existing textbooks that narrate ML and DL to unlike areas of finance or to an extensive range of products and markets.

Название: Алгоритмы принятия решений
Автор: Кохендерфер М., Уилер Т., Рэй К.
Издательство: ДМК Пресс
Год: 2023
Страниц: 686
Язык: русский
Формат: pdf
Размер: 21.9 MB

Системы автоматического принятия решений и поддержки принятия решений человеком широко используются в различных областях – от предотвращения столкновений самолетов до скрининга рака молочной железы. При разработке таких систем важно учитывать различные источники неопределенности, тщательно соблюдая баланс между несколькими целями. Данная книга представляет собой полное введение в теорию алгоритмов принятия решений в условиях неопределенности, включая формулировки основных математических задач и методы их решения. Основное внимание уделяется планированию и обучению с подкреплением (англ. reinforcement learning), хотя некоторые из представленных методов основаны на элементах обучения с учителем (англ. supervised learning) и оптимизации. В основе этого учебника лежат алгоритмы, реализованные на языке программирования Julia. Мы обнаружили, что язык Julia идеально подходит для описания алгоритмов в удобочитаемой форме. Приоритетом при разработке алгоритмических реализаций была простота понимания, а не эффективность кода.