🛠 Security Tool Cheatsheet
Alex Morgan — Senior Penetration Tester
Why AI Changes the Game for Cybersecurity Analysts
In today’s fast-paced cybersecurity landscape, leveraging AI tools like ChatGPT and Claude can significantly improve our efficiency and decision-making capabilities. By formulating the right prompts, analysts can streamline incident response, threat intelligence gathering, and vulnerability assessments.
Before You Start: How to Set Context Properly
Setting the context is crucial for AI tools to provide the most relevant and targeted outputs. Begin by outlining the specific scenario, goals, and any relevant parameters that shape the requested analysis or information.
Core Prompts Cheatsheet
What it does: Gets an overview of web application security risks and how to counteract them.
When to use it: During app assessments or when developing a security strategy.
How to customize it: Specify the type of application (e.g., ecommerce, SaaS) for focused insights.
What it does: Analyzes current trends and their implications.
When to use it: When preparing reports for stakeholders.
How to customize it: Focus on specific industry challenges or customer sizes.
What it does: Outlines the steps necessary for a timely response.
When to use it: During incident response planning or team drills.
How to customize it: Add specific steps related to existing policies or technologies.
What it does: Refers to critical vulnerabilities in web applications.
When to use it: In web security audits or training sessions.
How to customize it: Request detection methods based on specific frameworks or languages.
What it does: Creates a report summarizing threats specific to the finance industry.
When to use it: When needing tailored intelligence for business strategy.
How to customize it: Specify the time frame for analysis or relevant regulatory compliance factors.
What it does: Focuses on sophisticated threat detection techniques.
When to use it: When implementing threat detection systems.
How to customize it: Request specifics relevant to your operating environment.
What it does: Facilitates preparation for internal training.
When to use it: When rolling out new security protocols.
How to customize it: Add particular focus areas or audience knowledge levels.
What it does: Offers recommendations for IoT security.
When to use it: During network setup or device audits.
How to customize it: Request suggestions depending on device type or use case.
What it does: Discusses best practices for security training.
When to use it: When developing or updating training programs.
How to customize it: Tailor the recommendations to employee roles.
Weak vs Strong Prompt Examples
Advanced Prompt Techniques
Role Prompting: Define the role you want the AI to adopt, such as ‘You are a cybersecurity analyst focusing on threat detection.’
Chain-of-Thought: Encourage the AI to explain its reasoning step-by-step, which aids in transparency and thoroughness.
Few-Shot Examples: Provide examples in prompts to demonstrate the format and context desired in responses.
Output Formatting: Specify how you want the information structured, whether bullet points, tables, or narratives.
Claude vs ChatGPT: Which Works Better For This
While both AI tools are powerful, Claude offers a more natural conversational style and comprehension for complex queries, which can be beneficial for interactive threat assessment discussions. On the other hand, ChatGPT tends to generate more structured outputs that can be directly used in reports or documentation.
Tips for Getting Consistent Results
Context Setting: Always provide background information and objectives to the AI tools.
Specificity: The more detail in your prompt, the better the response quality.
Iterative Refinement: Follow up on initial outputs with additional questions to delve deeper into topics.
Quick Reference: All Prompts in One Place
- Explain common attack vectors related to web applications and advise on mitigation strategies.
- Summarize recent cybersecurity trends and how they might impact small businesses.
- Generate an actionable checklist for responding to a ransomware attack.
- List the top ten OWASP Top Ten vulnerabilities and how to detect them.
- Draft a threat intelligence report based on recent breaches in the finance sector.
- What are the detection methods for advanced persistent threats (APTs)?
- Create a presentation outline for introducing a new cybersecurity framework.
- Provide guidelines for securing IoT devices in a corporate environment.
- How can organizations improve their security awareness training?