AI Prompting for Cybersecurity Incident Reports: A Practical Cheatsheet

📱 Mobile Security Tips

Sarah Chen — iOS Security Specialist

Why AI Changes the Game for Cybersecurity Incident Reports

In the rapidly evolving field of cybersecurity, effective communication is critical. Cybersecurity incident reports must be timely, precise, and informative. AI tools can assist analysts in drafting comprehensive incident reports, ensuring key details are communicated swiftly and clearly. Using AI can also help in incident prioritization, augmenting the analysts’ efforts through efficient documentation and analysis.

Before You Start: How to Set Context Properly

To maximize the effectiveness of AI tools in generating cybersecurity incident reports, it is crucial to set the right context. This involves providing enough background about the incident, including affected systems, type of attack, and ongoing remediation efforts. Ensuring AI has context enables more accurate outputs.

Core Prompts Cheatsheet

Draft a comprehensive incident report for a DDoS attack on our public website that occurred on October 1st, 2023, affecting users’ accessibility, including the remediation steps taken.

What it does: Creates a detailed incident report template based on a specific type of attack.

When to use it: Use this prompt when documenting specific incidents for internal records or compliance.

Summarize the impact of the breach on client data privacy, highlighting stolen information categories, number of affected users, and potential compliance breaches.

What it does: Generates a focused impact summary to be used in communication with stakeholders.

When to use it: Ideal for reporting to board members or external parties for transparency purposes.

Generate a timeline of events for the ransomware incident, starting from the initial detection to resolution.

What it does: Outlines a chronological timeline of incident stages to aid in post-mortem analysis.

When to use it: Useful during follow-up meetings or for internal auditing and learning processes.

List the indicators of compromise (IoCs) related to the hacking incident along with suggested mitigations.

What it does: Compiles a concise list of IoCs to aid further investigation and defensive measures.

When to use it: Use this prompt after an attack is identified, as part of post-incident tasks.

Draft a follow-up email to all employees regarding the phishing attack, explaining how to recognize phishing attempts and steps to secure their accounts.

What it does: Composes an employee communication piece to enhance cybersecurity awareness.

When to use it: After an incident when educating staff on security practices is necessary.

Create an executive summary of the incident response report highlighting key findings and action items.

What it does: Aids in the synthesis of comprehensive reports for upper management reviews.

When to use it: Use this when preparing for meetings with executives who require concise information.

Weak vs Strong Prompt Examples

❌ Weak: Write a report on the DDoS attack.
✅ Strong: Draft a detailed incident report for the DDoS attack on our public website that occurred on October 1st, 2023, emphasizing user accessibility issues and remediation actions.

Advanced Prompt Techniques

Incorporating advanced prompt engineering techniques can provide even more tailored responses from AI tools:

  • Role Prompting: Assign a specific role to the AI. For instance, “Act as a cybersecurity analyst and draft a report…” This directs the AI’s style and detail level.
  • Chain-of-Thought: Break down complex requests into steps. Asking the AI to explain each part of an incident report improves clarity.
  • Few-Shot Examples: Provide a couple of examples to demonstrate your desired format and context so the AI can adapt your desired approach.
  • Output Formatting: Specify how you want the output structured, such as tables or bullet points for clarity.

Claude vs ChatGPT: Which Works Better For This

While both Claude and ChatGPT can be effective for generating incident reports, user experience may vary based on prompt structures and nuances:

  • ChatGPT: Known for its conversational style and rich responses, making it suitable for more engaging reporting style.
  • Claude: More refined with handling direct command prompts, potentially excel in concise and technical areas.

Tips for Getting Consistent Results

  • Be specific in your prompts. Clear outlines lead to better outputs.
  • Iteratively refine your prompts based on output quality to improve future results.
  • Utilize the context-setting techniques to ground your queries effectively.
  • Don’t hesitate to ask for revisions or expansions on generated content to fit your needs precisely.

Quick Reference: All Prompts in One Place

  • Draft Incident Report for DDoS Attack
  • Summarize Breach Impact
  • Generate Timeline for Ransomware Incident
  • List IoCs and Mitigations
  • Draft Phishing Attack Follow-Up Email
  • Create Executive Summary of Incident Report