🤖 AI Prompts Cheatsheet
Daniel Osei — AI-Assisted Security Engineer
Why AI Changes the Game for Security Analysts
AI tools like ChatGPT and Claude offer significant advantages in the realm of cybersecurity, facilitating faster incident response, enhancing threat intelligence gathering, and aiding in the automation of repetitive tasks. Leveraging AI can help analysts streamline their workflows, enhance their decision-making processes, and provide more robust defenses against threats.
Before You Start: How to Set Context Properly
Before diving into specific prompts, it’s crucial to establish context. Clearly defining what you want AI to do helps improve the quality of the responses. For cybersecurity use cases, consider specifying the type of incident, the data involved, or the environment (e.g., enterprise vs. personal security).
Core Prompts Cheatsheet
This prompt helps gather intelligence on current trends, crucial for proactive defense strategies.
This prompt allows analysts to focus on specific attack vectors and tactics, improving their incident response strategy.
This helps to streamline incident reporting and ensures a comprehensive review process.
This prompt addresses prevention strategies for potential vulnerabilities.
This is essential for analysts tasked with maintaining cloud security standards.
Prompt that aids in understanding specific vulnerabilities and corresponding defenses.
This prompt aids in crafting training programs aimed at reducing human error in security breaches.
This helps to quickly address and manage malware incidents professionally.
This prompt assists in enhancing organizational security through effective practices.
Weak vs Strong Prompt Examples
Advanced Prompt Techniques
Utilize **role prompting** to set a context by framing the AI’s role, such as “As a cybersecurity analyst, provide insights into…”. Use **chain-of-thought** to encourage the AI to think step-by-step. **Few-shot examples** can be used to show desired response formats. Implement **output formatting** to receive structured data, such as lists or tables.
Claude vs ChatGPT: Which Works Better For This
Generally, Claude performs better in providing structured outputs and understanding detailed queries, while ChatGPT may excel in creative problem-solving scenarios. Choose based on specific needs: if concise and structured information is required, prefer Claude.
Tips for Getting Consistent Results
Set the context effectively, be specific in your prompts, and continuously refine your queries based on the AI’s responses. Iterative refinement allows analysts to build on previous answers, leading to improved insights.
Quick Reference: All Prompts in One Place
- “What are the latest trends in cybersecurity threats?”
- “Summarize the MITRE ATT&CK techniques relevant to insider threats.”
- “Generate a report template for a phishing incident.”
- “What common misconfigurations lead to data breaches?”
- “Create a checklist for securing cloud environments.”
- “Explain how CVE-2022-1234 could be exploited and recommended mitigations.”
- “What should be included in a cybersecurity awareness training program?”
- “Draft an incident response plan for a malware outbreak.”
- “List best practices for implementing two-factor authentication.”