AI Prompts Cheatsheet for Cybersecurity Analysts

πŸ“± Mobile Security Tips

Mike Torres — Android Security Engineer

Why AI Changes the Game for Cybersecurity Analysts

Artificial Intelligence (AI) significantly enhances the ability of cybersecurity analysts to identify threats, analyze vulnerabilities, and respond to incidents promptly. By leveraging AI tools like ChatGPT, analysts can streamline their workflows, automate repetitive tasks, and gain insights from complex data more efficiently.

Before You Start: How to Set Context Properly

Context is critical when using AI for cybersecurity tasks. Start by clearly defining your objective and providing relevant background information. Specificity in your prompts leads to better, more targeted responses.

Core Prompts Cheatsheet

1. Generate a threat report for a recent cyber incident.
Context: “Analyze the recent data breach at Company X affecting thousands of records.”
Customization: Replace Company X with the actual company and adjust the scope as necessary.
2. Summarize the latest cybersecurity trends.
Context: “Provide a summary of cybersecurity trends relevant for banking institutions in 2023.”
Customization: Adjust the industry or timeframe based on your needs.
3. What are the common vulnerabilities in web applications?
Context: “List and describe the most common web application vulnerabilities, focusing on OWASP Top Ten.”
Customization: Specify any additional security frameworks you’re interested in.
4. Create a response plan for a ransomware attack.
Context: “Outline the steps for a cybersecurity incident response plan focused on ransomware recovery.”
Customization: Change ‘ransomware’ to other threats if needed.
5. Identify best practices for securing endpoints.
Context: “Discuss the endpoint security practices every organization should implement right now.”
Customization: Tailor the practices based on your organization’s size and industry.
6. Analyze phishing email characteristics.
Context: “Provide a checklist of characteristics that indicate an email might be a phishing attempt.”
Customization: Include or exclude phishing categories as needed.
7. Suggest tools for network monitoring.
Context: “List and compare tools available for real-time network monitoring and their key features.”
Customization: Specify if you’re comparing open-source vs. commercial tools.
8. Explain the importance of threat intelligence.
Context: “Describe why threat intelligence is crucial for proactive cybersecurity measures.”
Customization: Specify any specific threat intelligence frameworks you’re using.
9. Review a case study on a successful incident response.
Context: “Summarize a well-documented case study of effective incident response to a security breach.”
Customization: Modify to suit your industry or size of the organization.
10. Create a cybersecurity awareness training outline.
Context: “Draft an outline for a cybersecurity awareness training session for employees.”
Customization: Add specific topics related to your organization’s known threats.

Weak vs Strong Prompt Examples

❌ Weak: Tell me about phishing.
βœ… Strong: Provide a detailed list of common phishing tactics used in the last 6 months, focusing on three recent campaigns targeting financial institutions.
❌ Weak: What is a firewall?
βœ… Strong: Explain the types of firewalls and how each can be used to protect a corporate network, with examples of configurations.

Advanced Prompt Techniques

Consider using advanced techniques like role prompting (e.g., “Act as a cybersecurity consultant…”) to frame your inquiries better. Chain-of-thought prompts foster more detailed reasoning (e.g., “List possible reasons for increased phishing attacks and how to mitigate them.”). For few-shot examples, provide the model with examples of the desired output format to guide its responses. Always consider output formatting to get responses in the best structure for your needs.

Claude vs ChatGPT: Which Works Better For This

While both Claude and ChatGPT are powerful, ChatGPT often excels in generating longer, narrative-style responses and following complex instructions. Claude, however, tends to perform better in concise tasks and may process queries faster. Consider testing both to see which aligns better with your individual or organizational requirements.

Tips for Getting Consistent Results

To ensure consistent results, focus on the following:

  • Context Setting: Always set the stage for what you need, providing background information where necessary.
  • Specificity: Be specific in your requests to narrow down the range of potential responses.
  • Iterative Refinement: Don’t hesitate to ask follow-up questions or refine your queries to narrow in on the desired response.

Quick Reference: All Prompts in One Place

  • Generate a threat report for a recent cyber incident.
  • Summarize the latest cybersecurity trends.
  • What are the common vulnerabilities in web applications?
  • Create a response plan for a ransomware attack.
  • Identify best practices for securing endpoints.
  • Analyze phishing email characteristics.
  • Suggest tools for network monitoring.
  • Explain the importance of threat intelligence.
  • Review a case study on a successful incident response.
  • Create a cybersecurity awareness training outline.