ChatGPT for Cybersecurity Cookbook: Learn practical generative AI recipes to supercharge your cyber skills [1 ed.] 9781805124047

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