AI Prompts Cheatsheet for Security Analysts

πŸ“± Mobile Security Tips

Mike Torres — Android Security Engineer

Why AI Changes the Game for Security Analysts

As security threats evolve and become more sophisticated, leveraging AI tools can significantly enhance the efficiency and effectiveness of security analysts. Tools like ChatGPT, Claude, and Gemini can assist in automating mundane tasks, identifying patterns in attack vectors, and even generating detailed reports with minimal human intervention.

Before You Start: How to Set Context Properly

Before diving into the prompts, context is key. Define the scope of your inquiry, whether you need technical details, strategy outlines, or concise summaries. For complex queries, ensure you specify areas like protocols, systems, or particular incidents to get the most targeted responses.

Core Prompts Cheatsheet

Explain the different types of cyber attacks, including examples and prevention strategies.

What it does: Provides a detailed overview of common cyber attacks and how to mitigate them.

When to use it: Useful for educational purposes or briefing teams on recent threats.

How to customize: Add specific attack types or contextual factors relevant to your organization.

Generate a report on recent vulnerabilities in the CVE database related to web applications.

What it does: Pulls data on current vulnerabilities to keep your team informed.

When to use it: Applicable when you need to assess web application vulnerabilities quickly.

How to customize: Specify a time frame or a particular framework (e.g., WordPress, Java) for targeted results.

List the top 5 security best practices for endpoint protection.

What it does: Outlines essential strategies for securing endpoints, a common entry point for attackers.

When to use it: During security training sessions or while developing policies.

How to customize: Tailor the number of practices or focus on specific environments (e.g., remote work).

What are the latest social engineering tactics used by cybercriminals?

What it does: Discusses recent trends in social engineering, helping analysts stay ahead of potential threats.

When to use it: Useful for awareness training and threat intelligence updates.

How to customize: You can ask for specific tactics or tailored advice based on your organization’s risk profile.

Create a phishing simulation scenario to test employee awareness.

What it does: Helps generate realistic phishing attack scenarios for training purposes.

When to use it: Works well during employee security training or drills.

How to customize: Specify industry-related scenarios or seasonal events (e.g., tax season, holidays).

What are the key components of a security incident response plan?

What it does: Outlines critical elements that should be included in an incident response plan.

When to use it: Essential when developing or reviewing response strategies.

How to customize: You can segment by type of incidents (e.g., data breaches vs. ransomware).

Weak vs Strong Prompt Examples

❌ Weak: Describe malware.
βœ… Strong: Detail the most prevalent types of malware currently targeting small businesses, including prevention measures.
❌ Weak: What is phishing?
βœ… Strong: Provide examples of the latest phishing tactics and how they exploit user behavior to increase success rates.

Advanced Prompt Techniques

To maximize the effectiveness of your AI interactions:

  • Role Prompting: Specify the role you want the AI to assume, e.g., “You are a cybersecurity expert. Explain…”
  • Chain-of-Thought: Encourage the AI to provide rationale or reasoning in its responses, improving depth and insight.
  • Few-Shot Examples: Provide examples of desired responses to guide the AI’s output.
  • Output Formatting: Request specific structures, such as bullet points, tables, or outlines for clarity.

Claude vs ChatGPT: Which Works Better For This

Both tools have strengths: Claude is often better at contextual awareness in longer conversations, while ChatGPT excels in generating code snippets and technical details. Use Claude for strategic discussions and ChatGPT for detailed technical analysis.

Tips for Getting Consistent Results

  • Context Setting: Begin every session with a clear, concise context for your queries.
  • Specificity: The more specific your prompts, the better the AI can cater to your needs.
  • Iterative Refinement: Don’t hesitate to refine your prompts based on initial responses to improve accuracy and relevance.

Quick Reference: All Prompts in One Place

  • Explain the different types of cyber attacks, including examples and prevention strategies.
  • Generate a report on recent vulnerabilities in the CVE database related to web applications.
  • List the top 5 security best practices for endpoint protection.
  • What are the latest social engineering tactics used by cybercriminals?
  • Create a phishing simulation scenario to test employee awareness.
  • What are the key components of a security incident response plan?