Book Image

ChatGPT for Cybersecurity Cookbook

By : Clint Bodungen
Book Image

ChatGPT for Cybersecurity Cookbook

By: Clint Bodungen

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)

Implementing local AI models for cybersecurity analysis with LMStudio

LMStudio has emerged as a powerful and user-friendly tool for LLMs locally and is suitable for both personal experimentation and professional application development in cybersecurity. Its user-friendly interface and cross-platform availability make it an attractive choice for a wide range of users, including cybersecurity professionals. Key features, such as model selection from Hugging Face, an interactive chat interface, and efficient model management, make LMStudio ideal for deploying and running open source LLMs on local machines. This recipe will explore how to use LMStudio for cybersecurity analysis, allowing you to interact with models directly or integrate them into applications via a local server.

Getting ready

Before we begin, ensure you have the following prerequisites:

  • A computer with internet access for initial setup.
  • Basic knowledge of AI models and familiarity with API interactions...