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Hornbeek M: Intelligent Continuous
Security

Intelligent Continuous Security

Ai-Enabled Transformation for Seamless Protection

Malware detection is exceedingly challenging, requiring deeper expertise in two domains: machine learning (ML) and malware analysis.This comprehensive collection guides ML practitioners and researchers into the state-of-the-art and underlying insights needed to work in and research problems at the intersection of machine learning and cyber security, particularly around the problem of malware targeting the Windows platform.This useful volume's contributions come from a range of experts, representing large companies, major universities, and government labs, all working at the frontiers of malware detection and remediation research.

Machine Learning For Malware Detection

You've experienced the shiny, point-and-click surface of your Linux computer—now dive below and explore its depths with the power of the command line. The Linux Command Line takes you from your very first terminal keystrokes to writing full programs in Bash, the most popular Linux shell (or command line). Along the way you'll learn the timeless skills handed down by generations of experienced, mouse-shunning gurus: file navigation, environment configuration, command chaining, pattern matching with regular expressions, and more. In addition to that practical knowledge, author William Shotts reveals the philosophy behind these tools and the rich heritage that your desktop Linux machine has inherited from Unix supercomputers of yore. As you make your way through the book's short, easily-digestible chapters, you'll learn how to: <ul><li>Create and delete files, directories, and symlinks</li><li>Administer your system, including networking, package installation, and process management</li><li>Use standard input and output, redirection, and pipelines</li><li>Edit files with Vi, the world's most popular text editor</li><li>Write shell scripts to automate common or boring tasks</li><li>Slice and dice text files with cut, paste, grep, patch, and sed</li></ul> Once you overcome your initial "shell shock," you'll find that the command line is a natural and expressive way to communicate with your computer. Just don't be surprised if your mouse starts to gather dust.

A Complete Introduction

The Linux Command Line, 3rd Edition

Advances in Learning Analytics for Intelligent Cloud-IoT Systems

Intrusion Detection Paradigm for Cloud-IoT Environments

This book addresses the integration of new devices (such as the iPhone), new technologies (such as cloud computing and green computing), and new software systems in pervasive and ubiquitous computing from the point of view of security, trust, and privacy (STP). It provides an overview of recent progress in ubiquitous and pervasive computing, examining current practices, trends, and challenges. The book covers theoretical approaches, mathematical models, empirical research, practical implementations, and diverse application areas, along with a rich and useful presentation of strategies for security issues in different computing areas.

This book addresses the integration of new devices (such as the iPhone), new technologies (such as cloud computing and green computing), and new software systems in pervasive and ubiquitous computing from the point of view of security, trust, and privacy (STP). It provides an overview of recent progress in ubiquitous and pervasive computing, examining current practices, trends, and challenges. The book covers theoretical approaches, mathematical models, empirical research, practical implementations, and diverse application areas, along with a rich and useful presentation of strategies for security issues in different computing areas.

New Trends and Applications

Security, Privacy, and Trust in Ubiquitous Computing

Eleventh Hour CISSP®: Study Guide, Fourth Edition provides a study guide keyed directly to the most current version of the CISSP exam. This streamlined book includes only core certification information, making it ideal for last-minute studying. The main objectives of the exam are covered concisely, with key concepts highlighted. The CISSP certification is the most prestigious, globally-recognized, vendor neutral exam for information security professionals. Over 100,000 professionals are certified worldwide with many more joining their ranks. All eight domains are covered completely and concisely, giving readers the best possible chance of acing the exam. This new edition is aligned to cover all of the material in the most current version of the exam's Common Body of Knowledge.

Study Guide

Eleventh Hour CISSP®

Methods and Applications

Advanced Techniques for Modifying Metaheuristics

Learn how to manage the risks and opportunities of agentic AI with this practical guide to ensuring the safe and beneficial developments of advanced AI systems.

Principles and Responsible Practices

Safer Agentic AI

Learn to build a web app that can monitor millions of posts across all social media platforms to chart public opinion in real time. Social media has become our modern-day agora, the place where we get our news and engage in political discourse. With disinformation, hate speech, foreign interference, authoritarianism, market monopolization, and political polarization all on the rise, monitoring social media in the public interest has never been so difficult nor so urgent. Social Media Observatory is an in-depth beginner’s guide to coding full-stack web applications in Python to track and analyze social media activity at scale, giving you unparalleled insights into the cultural and political conversations of our time, then empowering you to reach your own conclusions. You’ll start by coding a web app to monitor Russian disinformation channels discussing Ukraine on Telegram, then learn more adversarial methods to scrape the Wayback Machine, Instagram, and TikTok. You’ll detect Twitter bots following Saudi influencers, extract text-embedded URLs to reveal a white supremacist blogosphere, parse archived tweets to reveal the discourse leading up to the January 6 insurrection, and learn to circumvent Meta's and ByteDance's defenses to scrape Instagram and TikTok, collecting evidence of war crimes in the Middle East. Finally, you’ll write an API and deploy your observatory to a cloud server to collaborate with other investigators. By the end of the book, you’ll have a working website that allows collaborators to log in, request data collection, and perform analysis of collected data, via a point-and-click interface.&nbsp; Along the way, you’ll learn to: <ul><li>Use Python and RabbitMQ to retrieve Telegram data from a remote API</li><li>Store data with PostgreSQL and query it with SQLAlchemy</li><li>Analyze the data you’ve retrieved with Pandas, NetworkX, Gephi, and other tools</li><li>Use state-of-the-art AI tools to transcribe audio and classify text</li><li>Deploy a website with an interactive dashboard using FastAPI, Dash, Cytoscape, Uvicorn, Gunicorn, Nginx, AWS, and Let’s Encrypt</li><li>Containerize your apps with Docker and provision infrastructure with Pulumi</li></ul> Whether you’re a citizen scientist, a security researcher, a journalist, an activist, or a scholar, Social Media Observatory is an essential blueprint for building your window into online worlds.

Learn to build a web app that can monitor millions of posts across all social media platforms to chart public opinion in real time. Social media has become our modern-day agora, the place where we get our news and engage in political discourse. With disinformation, hate speech, foreign interference, authoritarianism, market monopolization, and political polarization all on the rise, monitoring social media in the public interest has never been so difficult nor so urgent. Social Media Observatory is an in-depth beginner’s guide to coding full-stack web applications in Python to track and analyze social media activity at scale, giving you unparalleled insights into the cultural and political conversations of our time, then empowering you to reach your own conclusions. You’ll start by coding a web app to monitor Russian disinformation channels discussing Ukraine on Telegram, then learn more adversarial methods to scrape the Wayback Machine, Instagram, and TikTok. You’ll detect Twitter bots following Saudi influencers, extract text-embedded URLs to reveal a white supremacist blogosphere, parse archived tweets to reveal the discourse leading up to the January 6 insurrection, and learn to circumvent Meta's and ByteDance's defenses to scrape Instagram and TikTok, collecting evidence of war crimes in the Middle East. Finally, you’ll write an API and deploy your observatory to a cloud server to collaborate with other investigators. By the end of the book, you’ll have a working website that allows collaborators to log in, request data collection, and perform analysis of collected data, via a point-and-click interface.&nbsp; Along the way, you’ll learn to: <ul><li>Use Python and RabbitMQ to retrieve Telegram data from a remote API</li><li>Store data with PostgreSQL and query it with SQLAlchemy</li><li>Analyze the data you’ve retrieved with Pandas, NetworkX, Gephi, and other tools</li><li>Use state-of-the-art AI tools to transcribe audio and classify text</li><li>Deploy a website with an interactive dashboard using FastAPI, Dash, Cytoscape, Uvicorn, Gunicorn, Nginx, AWS, and Let’s Encrypt</li><li>Containerize your apps with Docker and provision infrastructure with Pulumi</li></ul> Whether you’re a citizen scientist, a security researcher, a journalist, an activist, or a scholar, Social Media Observatory is an essential blueprint for building your window into online worlds.

Social Media Observatory

Develop AI solutions that create real business value with this guide to leading a successful enterprise AI program.

Optimize AI Teams for Value Creation

Leading Enterprise AI Programs

A no-fluff guide to implementing best security practices for microservices in the cloud written by a team of experienced security engineers at Snapchat. This book takes you through every step of secure software development and deployment for microservices – the discrete functions within a larger application. Readers begin by exploring core security tenets, then dive into developing microservices and securing infrastructure. Along the way, they’ll gain the skills to think like a security engineer at scale and effectively plan secure designs. Each chapter provides step-by-step explanations of vital concepts, practical examples, mistakes to look out for, and quizzes to test the reader’s knowledge. Whether you’re a one-person security team or a larger group, this book equips you with the skills to build a full-fledged microservices security discipline.

A no-fluff guide to implementing best security practices for microservices in the cloud written by a team of experienced security engineers at Snapchat. This book takes you through every step of secure software development and deployment for microservices – the discrete functions within a larger application. Readers begin by exploring core security tenets, then dive into developing microservices and securing infrastructure. Along the way, they’ll gain the skills to think like a security engineer at scale and effectively plan secure designs. Each chapter provides step-by-step explanations of vital concepts, practical examples, mistakes to look out for, and quizzes to test the reader’s knowledge. Whether you’re a one-person security team or a larger group, this book equips you with the skills to build a full-fledged microservices security discipline.

Securing Cloud Native Apps

The goal of security within the supply chain and transportation infrastructure is to effectively mitigate risks while facilitating commerce. Security and business protection measures are at the core of how to maintain consistent and strategic business operations. These expenses are assets that promote reliability to customers, but also serve as

The goal of security within the supply chain and transportation infrastructure is to effectively mitigate risks while facilitating commerce. Security and business protection measures are at the core of how to maintain consistent and strategic business operations. These expenses are assets that promote reliability to customers, but also serve as

Mitigating Threats and Facilitating the Flow of Commerce

Security, Transportation, and the Supply Chain

Routledge Research in Museum Studies

Over the past few years an increasing number of museums have experimented with social media to demonstrate that they are listening and engaging in the world outside. While a number of new publications describe the rise of social media as a potential panacea for dwindling audiences, this book is unique in its recognition that participation has not, for the most part, affected the majority of museum practices. Using a number of global examples to describe and map the ways in which social media has been explored within communication programs, authors Russo and Kelly offer a window into the challenges which face future communication strategies and curatorial practices within museums. In this way new essential lessons for museum professionals, museum studies students, and potential collaborators are made accessible.

Over the past few years an increasing number of museums have experimented with social media to demonstrate that they are listening and engaging in the world outside. While a number of new publications describe the rise of social media as a potential panacea for dwindling audiences, this book is unique in its recognition that participation has not, for the most part, affected the majority of museum practices. Participation programs have certainly been introduced to a number of museums and as this book will show, some have been tremendously successful. Yet, for the most part, participation has been limited and the bulk of engagement has tended to be around new forms of publication from within rather than discussions with diverse audiences. Based on research conducted with international museums over the past 6 years, this book explores three key areas: engagement, participation, and co-creation as the keystones for understanding the value of the "social" museum. Using a number of global examples to describe and map the ways in which social media has been explored within communication programs, authors Russo and Kelly offer a window into the challenges which face future communication strategies and curatorial practices within museums. This book develops models for new partnerships, based on critical analysis of both the impact of social media and evaluations of some of the most successful examples in the sector to date. In this way new essential lessons for museum professionals, museum studies students, and potential collaborators are made accessible.

Museums, Social Inclusion, and Online Networks

Intelligent Continuous Security

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