Automating Security Detection Engineering

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Automating Security Detection Engineering

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Author : Dennis Chow
language : en
Publisher:
Release Date : 2024-06-28

Automating Security Detection Engineering written by Dennis Chow and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-28 with Computers categories.

Automating Security Detection Engineering

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Author : Dennis Chow
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-06-28

Automating Security Detection Engineering written by Dennis Chow and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-28 with Computers categories.

Accelerate security detection development with AI-enabled technical solutions using threat-informed defense Key Features Create automated CI/CD pipelines for testing and implementing threat detection use cases Apply implementation strategies to optimize the adoption of automated work streams Use a variety of enterprise-grade tools and APIs to bolster your detection program Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionToday's global enterprise security programs grapple with constantly evolving threats. Even though the industry has released abundant security tools, most of which are equipped with APIs for integrations, they lack a rapid detection development work stream. This book arms you with the skills you need to automate the development, testing, and monitoring of detection-based use cases. You’ll start with the technical architecture, exploring where automation is conducive throughout the detection use case lifecycle. With the help of hands-on labs, you’ll learn how to utilize threat-informed defense artifacts and then progress to creating advanced AI-powered CI/CD pipelines to bolster your Detection as Code practices. Along the way, you'll develop custom code for EDRs, WAFs, SIEMs, CSPMs, RASPs, and NIDS. The book will also guide you in developing KPIs for program monitoring and cover collaboration mechanisms to operate the team with DevSecOps principles. Finally, you'll be able to customize a Detection as Code program that fits your organization's needs. By the end of the book, you'll have gained the expertise to automate nearly the entire use case development lifecycle for any enterprise.What you will learn Understand the architecture of Detection as Code implementations Develop custom test functions using Python and Terraform Leverage common tools like GitHub and Python 3.x to create detection-focused CI/CD pipelines Integrate cutting-edge technology and operational patterns to further refine program efficacy Apply monitoring techniques to continuously assess use case health Create, structure, and commit detections to a code repository Who this book is for This book is for security engineers and analysts responsible for the day-to-day tasks of developing and implementing new detections at scale. If you’re working with existing programs focused on threat detection, you’ll also find this book helpful. Prior knowledge of DevSecOps, hands-on experience with any programming or scripting languages, and familiarity with common security practices and tools are recommended for an optimal learning experience.

Security Automation With Python

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Author : Corey Charles Sr.
language : en
Publisher: Packt Publishing Ltd
Release Date : 2025-02-07

Security Automation With Python written by Corey Charles Sr. and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-07 with Computers categories.

Automate vulnerability scanning, network monitoring, and web application security using Python scripts, while exploring real-world case studies and emerging trends like AI and ML in security automation Key Features Gain future-focused insights into using machine learning and AI for automating threat detection and response Get a thorough understanding of Python essentials, tailored for security professionals Discover real-world applications of Python automation for enhanced security Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionDesigned to address the most common pain point for security teams—scalability—Security Automation with Python leverages the author’s years of experience in vulnerability management to provide you with actionable guidance on automating security workflows to streamline your operations and improve your organization’s overall security posture. What makes this book stand out is its hands-on approach. You won’t just learn theoretical concepts—you’ll apply Python-based automation techniques directly to real-world scenarios. Whether you're automating vulnerability scans, managing firewall rules, or responding to security incidents, this book provides clear examples and use cases, breaking down complex topics into easily digestible steps. With libraries like Paramiko, Requests, and PyAutoGUI, you’ll automate everything from network scanning and threat intelligence gathering to system patching and alert management. Plus, this book focuses heavily on practical tips for error handling, scaling automation workflows, and integrating Python scripts into larger security infrastructures. By the end of this book, you'll have developed a set of highly valuable skills, from creating custom automation scripts to deploying them in production environments, and completed projects that can be immediately put to use in your organization.What you will learn Use Python libraries to automate vulnerability scans and generate detailed reports Integrate Python with security tools like Nessus to streamline SecOps Write custom Python scripts to perform security-related tasks Automate patch management to reduce the risk of security breaches Enhance threat intelligence gathering and improve your proactive defense strategies Scale security automation workflows for large environments Implement best practices for error handling, logging, and optimizing workflows Incorporate automation into security frameworks like NIST 800-53 and FedRAMP Who this book is for This book is for cybersecurity professionals, security analysts, system administrators, and developers looking to leverage Python to automate and enhance their security operations. Whether you're new to Python or experienced in scripting, the book provides practical examples, real-world case studies, and future-focused insights into security automation trends.

Analyzing Computer Security

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Author : Charles P. Pfleeger
language : en
Publisher: Prentice Hall Professional
Release Date : 2012

Analyzing Computer Security written by Charles P. Pfleeger and has been published by Prentice Hall Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Computers categories.

In this book, the authors of the 20-year best-selling classic Security in Computing take a fresh, contemporary, and powerfully relevant new approach to introducing computer security. Organised around attacks and mitigations, the Pfleegers' new Analyzing Computer Security will attract students' attention by building on the high-profile security failures they may have already encountered in the popular media. Each section starts with an attack description. Next, the authors explain the vulnerabilities that have allowed this attack to occur. With this foundation in place, they systematically present today's most effective countermeasures for blocking or weakening the attack. One step at a time, students progress from attack/problem/harm to solution/protection/mitigation, building the powerful real-world problem solving skills they need to succeed as information security professionals. Analyzing Computer Security addresses crucial contemporary computer security themes throughout, including effective security management and risk analysis; economics and quantitative study; privacy, ethics, and laws; and the use of overlapping controls. The authors also present significant new material on computer forensics, insiders, human factors, and trust.

Instant Ossec Host Based Intrusion Detection System

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Author : Brad Lhotsky
language : en
Publisher:
Release Date : 2013

Instant Ossec Host Based Intrusion Detection System written by Brad Lhotsky and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Computers categories.

Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. A fast-paced, practical guide to OSSEC-HIDS that will help you solve host-based security problems.This book is great for anyone concerned about the security of their servers-whether you are a system administrator, programmer, or security analyst, this book will provide you with tips to better utilize OSSEC-HIDS. Whether you're new to OSSEC-HIDS or a seasoned veteran, you'll find something in this book you can apply today!This book assumes some knowledge of basic security concepts and rudimentary scripting experience.

Practical Threat Detection Engineering

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Author : Megan Roddie
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-07-21

Practical Threat Detection Engineering written by Megan Roddie and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-21 with Computers categories.

Learn to build, test, and optimize high-fidelity security detections with hands-on labs, real-world scenarios, and industry frameworks like MITRE ATT&CK to master detection engineering and boost your career. Key Features Master the core principles of detection engineering, from development to validation Follow practical tutorials and real-world examples to build and test detections effectively Boost your career using cutting-edge, open-source tools and community-driven content Book DescriptionThreat validation is the backbone of every strong security detection strategy—it ensures your detection pipeline is effective, reliable, and resilient against real-world threats. This comprehensive guide is designed for those new to detection validation, offering clear, actionable frameworks to help you assess, test, and refine your security detections with confidence. Covering the entire detection lifecycle, from development to validation, this book provides real-world examples, hands-on tutorials, and practical projects to solidify your skills. Beyond just technical know-how, this book empowers you to build a career in detection engineering, equipping you with the essential expertise to thrive in today’s cybersecurity landscape. By the end of this book, you'll have the tools and knowledge to fortify your organization’s defenses, enhance detection accuracy, and stay ahead of cyber threats. What you will learn Boost your career as a detection engineer Use industry tools to test and refine your security detections Create effective detections to catch sophisticated threats. Build a detection engineering test lab Make the most of the detection engineering life cycle Harness threat intelligence for detection with open-source intelligence and assessments Understand the principles and concepts that form the foundation of detection engineering Identify critical data sources and overcome integration challenges Who this book is for This book is for SOC analysts, threat hunters, security engineers, and cybersecurity professionals looking to master detection engineering. Ideal for those seeking to build, test, and optimize high-fidelity security detections.

Practical Threat Intelligence And Data Driven Threat Hunting

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Author : Valentina Costa-Gazcón
language : en
Publisher: Packt Publishing Ltd
Release Date : 2021-02-12

Practical Threat Intelligence And Data Driven Threat Hunting written by Valentina Costa-Gazcón and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-12 with Computers categories.

Get to grips with cyber threat intelligence and data-driven threat hunting while exploring expert tips and techniques Key Features Set up an environment to centralize all data in an Elasticsearch, Logstash, and Kibana (ELK) server that enables threat hunting Carry out atomic hunts to start the threat hunting process and understand the environment Perform advanced hunting using MITRE ATT&CK Evals emulations and Mordor datasets Book DescriptionThreat hunting (TH) provides cybersecurity analysts and enterprises with the opportunity to proactively defend themselves by getting ahead of threats before they can cause major damage to their business. This book is not only an introduction for those who don’t know much about the cyber threat intelligence (CTI) and TH world, but also a guide for those with more advanced knowledge of other cybersecurity fields who are looking to implement a TH program from scratch. You will start by exploring what threat intelligence is and how it can be used to detect and prevent cyber threats. As you progress, you’ll learn how to collect data, along with understanding it by developing data models. The book will also show you how to set up an environment for TH using open source tools. Later, you will focus on how to plan a hunt with practical examples, before going on to explore the MITRE ATT&CK framework. By the end of this book, you’ll have the skills you need to be able to carry out effective hunts in your own environment.What you will learn Understand what CTI is, its key concepts, and how it is useful for preventing threats and protecting your organization Explore the different stages of the TH process Model the data collected and understand how to document the findings Simulate threat actor activity in a lab environment Use the information collected to detect breaches and validate the results of your queries Use documentation and strategies to communicate processes to senior management and the wider business Who this book is for If you are looking to start out in the cyber intelligence and threat hunting domains and want to know more about how to implement a threat hunting division with open-source tools, then this cyber threat intelligence book is for you.

Open Source Security Operations Center Soc

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Author : Alfred Basta
language : en
Publisher: John Wiley & Sons
Release Date : 2024-09-23

Open Source Security Operations Center Soc written by Alfred Basta and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-23 with Computers categories.

A comprehensive and up-to-date exploration of implementing and managing a security operations center in an open-source environment In Open-Source Security Operations Center (SOC): A Complete Guide to Establishing, Managing, and Maintaining a Modern SOC, a team of veteran cybersecurity practitioners delivers a practical and hands-on discussion of how to set up and operate a security operations center (SOC) in a way that integrates and optimizes existing security procedures. You’ll explore how to implement and manage every relevant aspect of cybersecurity, from foundational infrastructure to consumer access points. In the book, the authors explain why industry standards have become necessary and how they have evolved – and will evolve – to support the growing cybersecurity demands in this space. Readers will also find: A modular design that facilitates use in a variety of classrooms and instructional settings Detailed discussions of SOC tools used for threat prevention and detection, including vulnerability assessment, behavioral monitoring, and asset discovery Hands-on exercises, case studies, and end-of-chapter questions to enable learning and retention Perfect for cybersecurity practitioners and software engineers working in the industry, Open-Source Security Operations Center (SOC) will also prove invaluable to managers, executives, and directors who seek a better technical understanding of how to secure their networks and products.

Ai Enhanced Cybersecurity For Industrial Automation

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Author : Pandey, Hari Mohan
language : en
Publisher: IGI Global
Release Date : 2025-05-09

Ai Enhanced Cybersecurity For Industrial Automation written by Pandey, Hari Mohan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-09 with Computers categories.

As industrial automation systems become reliant on digital technologies, they face growing threats from sophisticated cyberattacks. Traditional cybersecurity measures often struggle to keep up with the evolving threat landscape, leaving critical infrastructure vulnerable. AI-enhanced cybersecurity offers a promising solution by leveraging machine learning and intelligent algorithms to detect, respond to, and even predict cyber threats in real time. By integrating AI into industrial cybersecurity frameworks, organizations can strengthen their defenses, ensure operational continuity, and protect valuable assets from malicious threats. AI-Enhanced Cybersecurity for Industrial Automation explores the integration of AI and cybersecurity in industry 5.0, emphasizing sustainability, resilience, and ethical considerations. It examines how industry 5.0 extends beyond automation and efficiency by incorporating human-centric, sustainable, and intelligent technologies into industrial ecosystems. This book covers topics such as blockchain, industrial engineering, and machine learning, and is a useful resource for computer engineers, business owners, security professionals, academicians, researchers, and scientists.

Ranorex Automation Engineering

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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-05-28

Ranorex Automation Engineering written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-28 with Computers categories.

"Ranorex Automation Engineering" "Ranorex Automation Engineering" is an authoritative guide for quality engineers, architects, and automation specialists seeking to master every aspect of test automation with Ranorex Studio. Through an exhaustive exploration of the Ranorex platform's core architecture, automation technologies, and integration within the modern software development lifecycle, this book enables readers to develop a deep and practical understanding of enterprise-grade test engineering. Coverage spans sophisticated approaches to licensing, scalability, deployment models, and platform adaptability, equipping professionals with the insights needed to implement robust and future-proof automation solutions. At its core, the book delves into advanced object recognition, repository design, and test architecture principles, unraveling both the theoretical concepts and practical best practices needed for sustainable, modular, and maintainable automation frameworks. Readers will discover expert strategies for handling dynamic UI elements, optimizing object recognition, and engineering cross-technology solutions. Through chapters dedicated to scripting, custom module development, API mastery, and third-party integrations, the book fosters a command of automation extensibility—enabling engineers to solve complex challenges and tailor Ranorex to unique organizational needs. Beyond technical mastery, "Ranorex Automation Engineering" addresses the full ecosystem of automation in today's enterprise: managing infrastructure at scale, orchestrating tests across platforms, embracing DevOps and CI/CD, and ensuring intelligent reporting with analytics. Security, compliance, governance, and risk mitigation are treated with rigor, reflecting the demands of regulated and mission-critical environments. Finally, the book looks toward the future, examining AI-driven automation and self-healing frameworks, and outlining strategies for organizational scaling, technical debt management, and sustainable excellence in automation engineering.