🛠 Security Tool Cheatsheet
Alex Morgan — Senior Penetration Tester
Why AI Changes the Game for Cybersecurity Analysts
In the fast-paced world of cybersecurity, the ability to swiftly analyze data, respond to threats, and stay ahead of attackers is crucial. AI tools such as ChatGPT, Claude, and Copilot can assist analysts in workflows by generating insights, automating report writing, and facilitating threat detection strategies efficiently.
Before You Start: How to Set Context Properly
To get the most out of AI tools, setting context is key. This includes specifying the role of the AI, the format of the expected output, and providing any necessary background information. Clear instructions lead to better results.
Core Prompts Cheatsheet
What it does: Provides a summary of the current landscape of threats, which helps analysts stay informed.
When to use it: Use this prompt at the beginning of a work session to gather relevant threat intelligence.
What it does: Generates a structured template based on recent vulnerability data.
When to use it: Ideal for vulnerability management sessions.
What it does: Provides a structured template for reporting post-incident findings.
When to use it: Useful after security incidents.
What it does: Outlines critical IoCs, assisting in threat detection and defense.
When to use it: During threat hunting sessions.
Weak vs Strong Prompt Examples
Advanced Prompt Techniques
Advanced techniques such as role prompting and few-shot prompting can enhance results. For instance, specify the AI’s role as an expert analyst and provide examples of what output should appear like.
Claude vs ChatGPT: Which Works Better For This
Both tools have their strengths—ChatGPT often excels in generating coherent narratives while Claude may provide more technical details. Testing with both tools can yield the best results for different tasks.
Tips for Getting Consistent Results
To improve outputs:
- Context Setting: Always provide a clear objective.
- Specificity: Be detailed in what you need.
- Iterative Refinement: Adjust queries based on responses.
Quick Reference: All Prompts in One Place
- “As a cybersecurity analyst, summarize the latest cybersecurity threats in 2023…”
- “Given the latest CVEs, generate a risk assessment template…”
- “Create a JSON format report template for incident response analysis…”
- “List the top 5 indicators of compromise for ransomware attacks…”