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Security Automation with Python
Security Automation with Python

Security Automation with Python: Practical Python solutions for automating and scaling security operations

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Profile Icon Corey Charles Sr.
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$49.99
Paperback Feb 2025 284 pages 1st Edition
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$35.98 $39.99
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$49.99
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Arrow left icon
Profile Icon Corey Charles Sr.
Arrow right icon
$49.99
Paperback Feb 2025 284 pages 1st Edition
eBook
$35.98 $39.99
Paperback
$49.99
Subscription
Free Trial
Renews at $19.99p/m
eBook
$35.98 $39.99
Paperback
$49.99
Subscription
Free Trial
Renews at $19.99p/m

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Security Automation with Python

Introduction to Security Automation with Python

In today’s rapidly evolving cybersecurity landscape, traditional manual methods to ensure security often fall short, especially when security teams are bombarded with thousands of alerts and logs daily. Imagine a scenario where an analyst has to manually review system logs to detect suspicious activity across hundreds of endpoints. This process is time-consuming, prone to human error, and often results in missed or delayed responses to critical threats. The sheer volume of data makes it nearly impossible to identify emerging patterns or rapidly respond to incidents, leaving organizations vulnerable to attacks. Manual processes simply can’t scale with the growing sophistication of modern cyber threats.

This is where security automation becomes invaluable. Automation tools can sift through vast amounts of data in real time, flagging anomalies and suspicious activity within seconds – something that could take a human...

Python security automation overview

Python is a powerful and flexible programming language that’s well suited for security automation because of its simplicity and extensive library ecosystem make it ideal for automating routine security tasks such as log analysis, vulnerability scanning, incident response, and configuration management. Python’s compatibility with security tools and APIs allows security professionals to automate workflows that would otherwise require manual, time-consuming efforts, thereby reducing human error and increasing operational efficiency.

In the realm of cybersecurity, the real-world impact of security incidents can be profound, affecting not only an organization’s financial health but also its reputation and operational integrity. For example, consider a retail company that experiences a data breach due to a vulnerability in its payment processing system. Without the ability to swiftly automate threat detection and response using...

Understanding security automation

With the evolution of the cybersecurity landscape, organizations face an ever-growing number of threats that can compromise the integrity, confidentiality, and availability of their sensitive data and critical systems. Traditional approaches to cybersecurity, which rely heavily on manual processes and human intervention, are no longer sufficient to defend against these threats effectively. As a result, there has been a growing emphasis on security automation – the process of automating repetitive tasks, workflows, and processes in cybersecurity to improve efficiency, accuracy, and response times.

The need for security automation

The increasing complexity and volume of cyber threats, coupled with resource constraints and skill shortages, have made it challenging for organizations to keep pace with the evolving threat landscape using manual methods alone. Manual processes are often slow, error-prone, and labor-intensive, leading to delays...

Introducing automation security in an organization

While introducing automation into an organization’s security operations is a powerful way to enhance efficiency, it also brings new challenges that require careful planning. One of the primary concerns is access control – who or what systems have the authority to automate certain tasks. Without proper access controls, unauthorized individuals could gain the ability to execute critical actions, leading to significant vulnerabilities. Automating sensitive tasks such as system updates, backups, or vulnerability scanning without strict safeguards can lead to unintended consequences, including configuration errors or security lapses.

Security automation needs to be implemented with robust oversight mechanisms, ensuring that automated systems adhere to the organization’s security policies and standards. This includes ensuring proper logging and auditing so that any actions that are taken by automation scripts are...

Summary

Security automation is a critical component of modern cybersecurity practices that allows organizations to enhance their defense mechanisms, streamline processes, and respond effectively to threats. Throughout this chapter, we’ve explored the fundamentals of security automation using Python by covering the following topics:

  • Introduction to security automation: We provided an overview of the importance and benefits of automation in cybersecurity, highlighting Python’s role in building automated solutions.
  • Setting up a Python environment: We specified the steps for installing Python, creating virtual environments, and managing dependencies for security automation.
  • Python scripting basics: We covered the core Python programming concepts that are necessary for automating security tasks.
  • Automating vulnerability scanning: We covered building automated solutions for vulnerability scanning using Python to detect and address security risks.
  • Automation...
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Key benefits

  • 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

Description

Designed 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.

Who is this book 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.

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
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Publication date, Length, Edition, Language, ISBN-13
Publication date : Feb 07, 2025
Length: 284 pages
Edition : 1st
Language : English
ISBN-13 : 9781805125105
Languages :

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Estimated delivery fee Deliver to Ecuador

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Product Details

Publication date : Feb 07, 2025
Length: 284 pages
Edition : 1st
Language : English
ISBN-13 : 9781805125105
Languages :

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Table of Contents

14 Chapters
Part 1: Understanding Security Automation and Setting Up the Environment Chevron down icon Chevron up icon
Chapter 1: Introduction to Security Automation with Python Chevron down icon Chevron up icon
Chapter 2: Configuring Python – Setting Up Your Development Environment Chevron down icon Chevron up icon
Chapter 3: Scripting Basics – Python Essentials for Security Tasks Chevron down icon Chevron up icon
Part 2: Automation of the Security Practice Chevron down icon Chevron up icon
Chapter 4: Automating Vulnerability Scanning with Python Chevron down icon Chevron up icon
Chapter 5: Network Security Automation with Python Chevron down icon Chevron up icon
Chapter 6: Web Application Security Automation Using Python Chevron down icon Chevron up icon
Part 3: Case Study and Trends in Security Automation Using Python Chevron down icon Chevron up icon
Chapter 7: Case Studies – Real-World Applications of Python Security Automation Chevron down icon Chevron up icon
Chapter 8: Future Trends – Machine Learning and AI in Security Automation with Python Chevron down icon Chevron up icon
Chapter 9: Empowering Security Teams Through Python Automation Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon
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Economy: Delivery to most addresses in the US within 10-15 business days

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UK:

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Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

Economy: Can deliver to P. O. Boxes and private residences.
Trackable service with delivery to addresses in Australia only.
Delivery time ranges from 7-9 business days for VIC and 8-10 business days for Interstate metro
Delivery time is up to 15 business days for remote areas of WA, NT & QLD.

Premium: Delivery to addresses in Australia only
Trackable delivery to most P. O. Boxes and private residences in Australia within 4-5 days based on the distance to a destination following dispatch.

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Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Disclaimer:
All orders received before 5 PM U.K time would start printing from the next business day. So the estimated delivery times start from the next day as well. Orders received after 5 PM U.K time (in our internal systems) on a business day or anytime on the weekend will begin printing the second to next business day. For example, an order placed at 11 AM today will begin printing tomorrow, whereas an order placed at 9 PM tonight will begin printing the day after tomorrow.


Unfortunately, due to several restrictions, we are unable to ship to the following countries:

  1. Afghanistan
  2. American Samoa
  3. Belarus
  4. Brunei Darussalam
  5. Central African Republic
  6. The Democratic Republic of Congo
  7. Eritrea
  8. Guinea-bissau
  9. Iran
  10. Lebanon
  11. Libiya Arab Jamahriya
  12. Somalia
  13. Sudan
  14. Russian Federation
  15. Syrian Arab Republic
  16. Ukraine
  17. Venezuela