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Foreword
Contributors
About the authors
About the reviewer
Preface
Who this book is for
What this book covers
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Conventions used
Disclaimer
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Part 1 Python for Offensive Security
Chapter 1 Introducing Offensive Security and Python
Understanding the offensive security landscape
The role of Python in offensive operations
Ethical hacking and legal considerations
Exploring offensive security methodologies
Setting up a Python environment for offensive tasks
Exploring Python modules for penetration testing
Case study – Python in the real world
Summary
Chapter 2 Python for Security Professionals – Beyond the Basics
Utilizing essential security libraries
Harnessing advanced Python techniques for security
Compiling a Python library
Advanced Python features
Summary
Activity
Part 2 Python in Offensive Web Security
Chapter 3 An Introduction to Web Security with Python
Fundamentals of web security
Python tools for a web vulnerability assessment
Exploring web attack surfaces with Python
Proactive web security measures with Python
Summary
Chapter 4 Exploiting Web Vulnerabilities Using Python
Web application vulnerabilities – an overview
SQL injection attacks and Python exploitation
XSS exploitation with Python
Python for data breaches and privacy exploitation
Summary
Chapter 5 Cloud Espionage – Python for Cloud Offensive Security
Cloud security fundamentals
Python-based cloud data extraction and analysis
Exploiting misconfigurations in cloud environments
Enhancing security, Python in serverless, and infrastructure as code (IaC)
Summary
Part 3 Python Automation for Advanced Security Tasks
Chapter 6 Building Automated Security Pipelines with Python Using Third-Party Tools
The art of security automation – fundamentals and benefits
What is an API?
Designing end-to-end security pipelines with Python
Integrating third-party tools for enhanced functionality
Ensuring reliability and resilience in automated workflows
Implementing a logger for security pipelines
Summary
Chapter 7 Creating Custom Security Automation Tools with Python
Designing and developing tailored security automation tools
Integrating external data sources and APIs for enhanced functionality
Extending tool capabilities with Python libraries and frameworks
Summary
Part 4 Python Defense Strategies for Robust Security
Chapter 8 Secure Coding Practices with Python
Understanding secure coding fundamentals
Input validation and sanitization with Python
Preventing code injection and execution attacks
Data encryption and Python security libraries
Secure deployment strategies for Python applications
Summary
Chapter 9 Python-Based Threat Detection and Incident Response
Building effective threat detection mechanisms
Real-time log analysis and anomaly detection with Python
Automating incident response with Python Scripts
Leveraging Python for threat hunting and analysis
Orchestrating comprehensive incident response using Python
Summary
Index
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Offensive Security Using Python