🤖 AI Prompts Cheatsheet
Priya Nair — Prompt Engineering Expert
Why AI Changes the Game for Security Analysts
Artificial Intelligence (AI) tools such as ChatGPT, Claude, and others have revolutionized the way security analysts approach their daily tasks. They can assist in threat intelligence gathering, incident response, vulnerability assessments, and more. Leveraging AI can dramatically enhance productivity and enable analysts to focus on higher-level tasks.
Before You Start: How to Set Context Properly
To get the most out of AI tools, it’s crucial to provide them with context. Ensure you’re clear about your specific needs. You can achieve this by:
- Clearly defining your goal: Specify the task you want the AI to assist with.
- Providing background information: If relevant, add context about your organization or systems.
- Setting expectations: State the desired output format and detail level.
Core Prompts Cheatsheet
Provide a summary of the latest cybersecurity threats related to network security.
What it does: Summarizes key network security threats.
When to use it: Use this prompt as part of your weekly threat intelligence briefing.
List the top 5 vulnerabilities in web applications and suggest mitigation strategies.
What it does: Identifies critical web application vulnerabilities and provides responses.
When to use it: Use this for application security assessments.
Create a checklist for GDPR compliance for our web application.
What it does: Develops a comprehensive checklist for GDPR compliance.
When to use it: Use during compliance audits.
Draft a security incident response plan for a ransomware attack.
What it does: Outlines steps to take in a ransomware incident.
When to use it: Use as a template during incident response planning.
Analyze the logs for suspicious activities. What should I look for?
What it does: Provides key indicators of compromise within logs.
When to use it: Use to enhance your threat hunting capabilities.
Generate a report template for recent security audits.
What it does: Creates a standardized report format for audits.
When to use it: Use to streamline reporting processes.
What are the latest security best practices for cloud environments?
What it does: Reviews best practices for cloud security.
When to use it: Use during cloud infrastructure setup.
Identify common signs of account compromise in user behavior.
What it does: Highlights behavioral indicators of account breaches.
When to use it: Use during user activity monitoring.
Weak vs Strong Prompt Examples
❌ Weak: What are cyber threats?
✅ Strong: Provide a detailed overview of current cyber threats targeting healthcare organizations in 2023.
Advanced Prompt Techniques
Role Prompting: Assign a specific role to the AI for better context. Example: “You are a cybersecurity analyst. Provide an analysis of the recent phishing attack trends.”
Chain-of-Thought Prompting: Break down complex tasks into manageable parts. Example: “What steps should I take to perform a vulnerability assessment? Please outline the process step by step.”
Few-shot examples: Provide examples of desired outputs to guide the AI. Example: “Here are two examples of effective incident reports. Now create one for a SQL injection incident.”
Output Formatting: Specify how you want the AI to organize the output. Example: “List the vulnerabilities in a table format with columns for Risk Level, Affected Systems, and Mitigation Strategies.”
Claude vs ChatGPT: Which Works Better For This
While both AI tools are powerful, nuances exist in their capabilities. Claude often excels at natural language understanding and context management, which can be beneficial for nuanced conversations, while ChatGPT tends to be faster, particularly in generating straightforward lists or reports. It’s important to experiment with both to determine which suits your use case best.
Tips for Getting Consistent Results
- Contextual clarity: Always clarify the context to guide AI behavior.
- Iterative refinement: Don’t hesitate to adjust prompts based on previous outputs.
- Feedback loops: Continuously provide feedback on generated responses for iterative improvement.
Quick Reference: All Prompts in One Place
– Provide a summary of the latest cybersecurity threats related to network security.
– List the top 5 vulnerabilities in web applications and suggest mitigation strategies.
– Create a checklist for GDPR compliance for our web application.
– Draft a security incident response plan for a ransomware attack.
– Analyze the logs for suspicious activities. What should I look for?
– Generate a report template for recent security audits.
– What are the latest security best practices for cloud environments?
– Identify common signs of account compromise in user behavior.