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ChatGPT for Cybersecurity Cookbook

ChatGPT for Cybersecurity Cookbook

By : Clint Bodungen
4.8 (12)
Buy this Book
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ChatGPT for Cybersecurity Cookbook

ChatGPT for Cybersecurity Cookbook

4.8 (12)
By: Clint Bodungen
Buy this Book

Overview of this book

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.
Table of Contents (13 chapters)
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Preface
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Preface
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Who this book is for
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What this book covers
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To get the most out of this book
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Code in Action
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Conventions used
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Sections
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Get in touch
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Share Your Thoughts
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Download a free PDF copy of this book
Free Chapter
1
Chapter 1: Getting Started: ChatGPT, the OpenAI API, and Prompt Engineering
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Chapter 1: Getting Started: ChatGPT, the OpenAI API, and Prompt Engineering
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Technical requirements
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Setting up a ChatGPT Account
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Creating an API Key and interacting with OpenAI
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Basic Prompting (Application: Finding Your IP Address)
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Applying ChatGPT Roles (Application : AI CISO)
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Enhancing Output with Templates (Application: Threat Report)
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Formatting Output as a Table (Application: Security Controls Table)
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Setting the OpenAI API Key as an Environment Variable
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Sending API Requests and Handling Responses with Python
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Using Files for Prompts and API Key Access
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Using Prompt Variables (Application: Manual Page Generator)
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Chapter 2: Vulnerability Assessment
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Chapter 2: Vulnerability Assessment
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Technical requirements
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Creating Vulnerability Assessment Plans
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Threat Assessment using ChatGPT and the MITRE ATT&CK framework
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GPT-Assisted Vulnerability Scanning
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Analyzing Vulnerability Assessment Reports using LangChain
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Chapter 3: Code Analysis and Secure Development
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Chapter 3: Code Analysis and Secure Development
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Technical requirements
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Secure Software Development Lifecycle (SSDLC) Planning (Planning Phase)
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Security Requirement Generation (Requirements Phase)
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Generating Secure Coding Guidelines (Design Phase)
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Analyzing Code for Security Flaws and Generating Custom Security Testing Scripts (Testing Phase)
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Generating Code Comments and Documentation (Deployment/Maintenance Phase)
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Chapter 4: Governance, Risk, and Compliance (GRC)
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Chapter 4: Governance, Risk, and Compliance (GRC)
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Technical requirements
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Security Policy and Procedure Generation
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ChatGPT-Assisted Cybersecurity Standards Compliance
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Creating a Risk Assessment Process
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ChatGPT-Assisted Risk Ranking and Prioritization
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Building Risk Assessment Reports
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Chapter 5: Security Awareness and Training
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Chapter 5: Security Awareness and Training
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Technical requirement
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Developing Security Awareness Training Content
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Assessing Cybersecurity Awareness
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Interactive Email Phishing Training with ChatGPT
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ChatGPT-Guided Cybersecurity Certification Study
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Gamifying Cybersecurity Training
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Chapter 6: Red Teaming and Penetration Testing
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Chapter 6: Red Teaming and Penetration Testing
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Technical requirements
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Creating red team scenarios using MITRE ATT&CK and the OpenAI API
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Social media and public data OSINT with ChatGPT
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Google Dork automation with ChatGPT and Python
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Analyzing job postings OSINT with ChatGPT
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GPT-powered Kali Linux terminals
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Chapter 7: Threat Monitoring and Detection
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Chapter 7: Threat Monitoring and Detection
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Technical requirements
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Threat Intelligence Analysis
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Real-Time Log Analysis
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Detecting APTs using ChatGPT for Windows Systems
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Building Custom Threat Detection Rules
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Network Traffic Analysis and Anomaly Detection with PCAP Analyzer
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Chapter 8: Incident Response
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Chapter 8: Incident Response
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Technical requirements
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ChatGPT-assisted incident analysis and triage
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Generating incident response playbooks
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ChatGPT-assisted root cause analysis
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Automated briefing reports and incident timeline reconstruction
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Chapter 9: Using Local Models and Other Frameworks
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Chapter 9: Using Local Models and Other Frameworks
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Technical requirements
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Implementing local AI models for cybersecurity analysis with LMStudio
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Local threat hunting with Open Interpreter
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Enhancing penetration testing with Shell GPT
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Reviewing IR Plans with PrivateGPT
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Fine-tuning LLMs for cybersecurity with Hugging Face’s AutoTrain
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Chapter 10: The Latest OpenAI Features
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Chapter 10: The Latest OpenAI Features
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Technical requirements
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Analyzing network diagrams with OpenAI’s Image Viewer
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Creating Custom GPTs for Cybersecurity Applications
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Monitoring Cyber Threat Intelligence with Web Browsing
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Vulnerability Data Analysis and Visualization with ChatGPT Advanced Data Analysis
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Building Advanced Cybersecurity Assistants with OpenAI
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Index
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Index
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Why subscribe?
12
Other Books You May Enjoy
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Other Books You May Enjoy
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