🤖 AI Prompts Cheatsheet
Daniel Osei — AI-Assisted Security Engineer
Why AI Changes the Game for Threat Intelligence Gathering
In the ever-evolving landscape of cybersecurity, the ability to gather and analyze threat intelligence swiftly and accurately is paramount. AI tools can streamline this process, enabling security analysts to filter through vast amounts of data, identify potential threats, and respond proactively. This guide will provide practical prompts tailored for various AI tools to maximize your threat intelligence efforts.
Before You Start: How to Set Context Properly
When using AI tools for threat intelligence, it’s essential to set the context adequately. This involves clarifying your specific goals and the type of information you are seeking. Specify the scope of your inquiry, such as targeting specific types of threats, industries, or geographic regions.
Core Prompts Cheatsheet
This prompt helps you gather specific threat intelligence. Use it when you need immediate updates on vulnerabilities relevant to your industry.
This prompt is useful for extracting TTPs for your threat model. Customize it for specific attack vectors or threat actors as needed.
Use this prompt to explore deeper insights into specific attack types. Adjust it based on the technology or industry being scrutinized.
This is targeted for proactive defense mechanisms. Tailor it by specifying timeframes or regulatory inquiries that impact the sector.
Use this prompt to assist in curating threat detection capabilities. Make it more specific by citing current events or specific campaigns.
This can help guide documentation efforts for reported incidents. Modify it by adding sections relevant to your organization’s protocols.
Great for awareness programs. Customize it for different organizational roles, ensuring comprehensive coverage.
This encourages exploration of the latest technologies. Specify the cloud provider for more accurate recommendations.
Useful for strategic planning. Adjust based on existing security frameworks your organization uses.
Weak vs Strong Prompt Examples
Advanced Prompt Techniques
Utilizing advanced techniques can significantly enhance the quality of AI-generated responses. Here are a few to consider:
- Role Prompting: Define the role of the AI (e.g., “You are a cybersecurity analyst with expertise in threat intelligence.”) to receive more specialized responses.
- Chain-of-Thought: Encourage the AI to think step-by-step. For example, “Explain the process of identifying a cyber threat from initial detection to reporting, detailing each phase.”
- Few-Shot Examples: Provide a few examples of the type of output desired. This helps the AI understand context better.
- Output Formatting: Specify the desired format of the answer (list, paragraph, table) to streamline information gathering.
Claude vs ChatGPT: Which Works Better For This
For threat intelligence, both Claude and ChatGPT have strengths. Claude tends to provide a more structured response suitable for targeted inquiries, whereas ChatGPT excels when the context is more exploratory. It’s important to test both in your specific use cases to see which aligns best with your analytical needs.
Tips for Getting Consistent Results
- Context Setting: Always frame prompts with enough context to guide the AI effectively.
- Specificity: The more specific your prompt, the more precise the response. Avoid vague terms.
- Iterative Refinement: Don’t hesitate to refine prompts based on the output. This can involve adjusting context and specificity.
Quick Reference: All Prompts in One Place
- List the latest vulnerabilities reported in the last month in the finance sector.
- Summarize the most common tactics, techniques, and procedures (TTPs) used by ransomware attacks this year.
- Give an analysis of recent breaches involving SQL injection and the impact on companies.
- Identify emerging cyber threats in the healthcare sector and suggest countermeasures.
- What are the key indicators of compromise (IoCs) related to the latest phishing scams?
- Generate a report format for a Cyber Incident Response Team (CIRT) on a recent malware attack.
- Outline best practices for training employees against social engineering attacks.
- What tools are most effective for threat hunting in cloud environments?
- Discuss the implications of zero-day vulnerabilities and how to prepare for them.