AI Prompts Cheatsheet for Security Analysts

📱 Mobile Security Tips

Sarah Chen — iOS Security Specialist

Why AI Changes the Game for Security Analysts

Artificial Intelligence (AI) is revolutionizing the way security analysts approach their work. From threat detection to incident response, AI tools like ChatGPT and Claude assist in analyzing data, generating reports, and automating mundane tasks, thereby enhancing efficiency and accuracy.

Before You Start: How to Set Context Properly

Setting the right context is crucial for getting effective results from AI tools. Always start with a clear objective and, if necessary, provide background information or examples. This helps the AI better understand your request and tailor the response to your needs.

Core Prompts Cheatsheet

What are the most common vulnerabilities found in web applications? Provide details on how they can be exploited.

This prompt asks the AI to list vulnerabilities and their exploitation methods, great for learning.

Generate a phishing email example that could trick employees into revealing credentials.

This prompt helps in understanding social engineering tactics.

Draft a security incident response plan for a ransomware attack.

Use this prompt to create a structured plan for handling specific incidents.

Summarize the key points from the latest MITRE ATT&CK framework updates.

This prompt is useful for staying updated with the latest security tactics and techniques.

What are the best practices for securing an AWS environment?

Utilize this prompt for checklist-style security measures specific to cloud services.

Weak vs Strong Prompt Examples

❌ Weak: Tell me about cybersecurity.
✅ Strong: Provide an overview of the OWASP Top 10 vulnerabilities including examples and mitigation strategies.

Advanced Prompt Techniques

Incorporate these techniques to optimize your interactions:

  • Role Prompting: Specify roles like “Act as a cybersecurity expert…” to get relevant expertise.
  • Chain-of-Thought: Encourage multi-step reasoning by asking for explanations or justifications.
  • Few-Shot Examples: Provide examples of desired outputs.
  • Output Formatting: Specify formats for responses, e.g., “List in bullet points” or “Provide a table.”

Claude vs ChatGPT: Which Works Better For This

While both Claude and ChatGPT are capable, Claude excels in understanding and context retention, making it better for detailed, complex queries. ChatGPT, on the other hand, often generates concise responses, making it suitable for summaries or quick facts.

Tips for Getting Consistent Results

  • Set clear, specific objectives for every prompt.
  • Iterate on feedback by refining your prompts based on previous output.
  • Use context-setting phrases to provide background information on your query.
  • Test different phrasing to discover what yields the best results.

Quick Reference: All Prompts in One Place

  • What are the most common vulnerabilities found in web applications? Provide details on how they can be exploited.
  • Generate a phishing email example that could trick employees into revealing credentials.
  • Draft a security incident response plan for a ransomware attack.
  • Summarize the key points from the latest MITRE ATT&CK framework updates.
  • What are the best practices for securing an AWS environment?