🤖 AI Prompts Cheatsheet
Daniel Osei — AI-Assisted Security Engineer
Why AI Changes the Game for Cybersecurity Analysts
AI tools like ChatGPT and Claude are revolutionizing the way cybersecurity analysts operate, allowing for faster analysis, automated reporting, and intelligent threat detection. Using the right prompts can significantly enhance your productivity and effectiveness, leading to more secure environments.
Before You Start: How to Set Context Properly
Setting context is crucial when using AI tools. Start by providing background information about the specific cybersecurity scenario you are working with. Clearly state your goals and the type of output you expect.
Core Prompts Cheatsheet
What it does: Gathers up-to-date information about malware trends.
When to use it: For threat intelligence reports.
How to customize it: Specify the date range or type of malware.
What it does: Outlines a comprehensive training plan.
When to use it: When onboarding new employees or refreshing existing knowledge.
How to customize it: Adjust the audience type for more tailored content.
What it does: Offers practical security measures.
When to use it: During cloud deployment planning.
How to customize it: Specify which cloud service provider you’re using.
What it does: Generates a structured document for incident reporting.
When to use it: After a security incident.
How to customize it: Include specific fields relevant to your organization.
Weak vs Strong Prompt Examples
Advanced Prompt Techniques
Role Prompting: Specify a role for the AI in your prompt to target responses effectively. E.g., “Act as a cybersecurity consultant and advise on…”.
Chain-of-Thought: Use prompts that require reasoning. This helps generate complex insights. E.g., “Explain how various cyber laws impact security practices in organizations.”.
Few-Shot Examples: Provide examples of desired responses. E.g., “In the context of DDoS attacks, list three types of mitigation strategies like in the following format: [type, brief description].”.
Claude vs ChatGPT: Which Works Better For This
Both Claude and ChatGPT have strengths and weaknesses. Claude may provide more nuanced responses, while ChatGPT often excels at structured explanations and detailed lists. Depending on your needs, you may prefer one over the other for different tasks.
Tips for Getting Consistent Results
1. Always specify the format you want (e.g., bullet points, detailed paragraphs).
2. Use iterative refinement to adjust prompts based on previous results.
3. Set clear boundaries for the topic to minimize irrelevant information.
Quick Reference: All Prompts in One Place
– Identify recent malware trends and give a brief description.
– Design a security awareness training program for employees.
– Provide tips on securing cloud infrastructure.
– Create a template for incident response documentation.