This chapter covers
- Using generative AI to enhance cybersecurity metrics
- Open source tools for AI analysis
- Generating synthetic data for cybersecurity scenarios
- Transforming datasets into actionable insights with AI
Generative AI has opened new possibilities in cybersecurity metrics, making it easier to analyze complex datasets, uncover hidden insights, and communicate findings effectively. This chapter explores how AI can become a practical tool in your cybersecurity toolkit. Instead of focusing on theoretical concepts, we’ll demonstrate how you can use AI to solve real-world problems, such as assessing risk, monitoring compliance, and evaluating incident trends. Whether you’re a cybersecurity professional or someone new to the field, this chapter will show you how to apply generative AI in meaningful ways, using simple tools and interactive exercises. By the end, you’ll see how AI can help you simplify the challenging work of analyzing cybersecurity metrics and help you make informed decisions for your organization.