Book description
Master ChatGPT and the OpenAI API and harness the power of cutting-edge generative AI and large language models to revolutionize the way you perform penetration testing, threat detection, and risk assessment.
Key Features
- Enhance your skills by leveraging ChatGPT to generate complex commands, write code, and create tools
- Automate penetration testing, risk assessment, and threat detection tasks using the OpenAI API and Python programming
- Revolutionize your approach to cybersecurity with an AI-powered toolkit
- Purchase of the print or Kindle book includes a free PDF eBook
Book Description
Are you ready to unleash the potential of AI-driven cybersecurity? This cookbook takes you on a journey toward enhancing your cybersecurity skills, whether you’re a novice or a seasoned professional. By leveraging cutting-edge generative AI and large language models such as ChatGPT, you'll gain a competitive advantage in the ever-evolving cybersecurity landscape.
ChatGPT for Cybersecurity Cookbook shows you how to automate and optimize various cybersecurity tasks, including penetration testing, vulnerability assessments, risk assessment, and threat detection. Each recipe demonstrates step by step how to utilize ChatGPT and the OpenAI API to generate complex commands, write code, and even create complete tools. You’ll discover how AI-powered cybersecurity can revolutionize your approach to security, providing you with new strategies and techniques for tackling challenges. As you progress, you’ll dive into detailed recipes covering attack vector automation, vulnerability scanning, GPT-assisted code analysis, and more. By learning to harness the power of generative AI, you'll not only expand your skillset but also increase your efficiency.
By the end of this cybersecurity book, you’ll have the confidence and knowledge you need to stay ahead of the curve, mastering the latest generative AI tools and techniques in cybersecurity.
What you will learn
- Master ChatGPT prompt engineering for complex cybersecurity tasks
- Use the OpenAI API to enhance and automate penetration testing
- Implement artificial intelligence-driven vulnerability assessments and risk analyses
- Automate threat detection with the OpenAI API
- Develop custom AI-enhanced cybersecurity tools and scripts
- Perform AI-powered cybersecurity training and exercises
- Optimize cybersecurity workflows using generative AI-powered techniques
Who this book is for
This book is for cybersecurity professionals, IT experts, and enthusiasts looking to harness the power of ChatGPT and the OpenAI API in their cybersecurity operations. Whether you're a red teamer, blue teamer, or security researcher, this book will help you revolutionize your approach to cybersecurity with generative AI-powered techniques. A basic understanding of cybersecurity concepts along with familiarity in Python programming is expected. Experience with command-line tools and basic knowledge of networking concepts and web technologies is also required.
Table of contents
- ChatGPT for Cybersecurity Cookbook
- Foreword
- Contributors
- About the author
- About the reviewers
- Preface
-
Chapter 1: Getting Started: ChatGPT, the OpenAI API, and Prompt Engineering
- Technical requirements
- Setting up a ChatGPT Account
- Creating an API Key and interacting with OpenAI
- Basic Prompting (Application: Finding Your IP Address)
- Applying ChatGPT Roles (Application : AI CISO)
- Enhancing Output with Templates (Application: Threat Report)
- Formatting Output as a Table (Application: Security Controls Table)
- Setting the OpenAI API Key as an Environment Variable
- Sending API Requests and Handling Responses with Python
- Using Files for Prompts and API Key Access
- Using Prompt Variables (Application: Manual Page Generator)
- Chapter 2: Vulnerability Assessment
-
Chapter 3: Code Analysis and Secure Development
- Technical requirements
- Secure Software Development Lifecycle (SSDLC) Planning (Planning Phase)
- Security Requirement Generation (Requirements Phase)
- Generating Secure Coding Guidelines (Design Phase)
- Analyzing Code for Security Flaws and Generating Custom Security Testing Scripts (Testing Phase)
- Generating Code Comments and Documentation (Deployment/Maintenance Phase)
- Chapter 4: Governance, Risk, and Compliance (GRC)
- Chapter 5: Security Awareness and Training
- Chapter 6: Red Teaming and Penetration Testing
- Chapter 7: Threat Monitoring and Detection
- Chapter 8: Incident Response
- Chapter 9: Using Local Models and Other Frameworks
-
Chapter 10: The Latest OpenAI Features
- Technical requirements
- Analyzing network diagrams with OpenAI’s Image Viewer
- Creating Custom GPTs for Cybersecurity Applications
- Monitoring Cyber Threat Intelligence with Web Browsing
- Vulnerability Data Analysis and Visualization with ChatGPT Advanced Data Analysis
- Building Advanced Cybersecurity Assistants with OpenAI
- Index
- Other Books You May Enjoy
Product information
- Title: ChatGPT for Cybersecurity Cookbook
- Author(s):
- Release date: March 2024
- Publisher(s): Packt Publishing
- ISBN: 9781805124047
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