Automate Cybersecurity Incident Response with AI-Powered TTP Analysis
detail.loadingPreview
Leverage AI to automatically analyze SIEM alerts, identify attacker Tactics, Techniques, and Procedures (TTPs) based on MITRE ATT&CK, and generate actionable remediation steps. This workflow empowers your security team to respond faster and more effectively to threats.
About This Workflow
This n8n workflow revolutionizes cybersecurity incident response by integrating powerful AI capabilities. Upon receiving a chat message containing SIEM alert data, the workflow utilizes a sophisticated AI agent, trained on MITRE ATT&CK and enterprise incident response best practices, to perform a deep analysis. The AI agent extracts TTP information, provides tailored remediation steps, cross-references historical patterns, and suggests relevant external resources. By automating these critical tasks, security teams can significantly reduce response times, improve accuracy, and proactively strengthen their defenses against evolving threats. The workflow also incorporates the capability to embed relevant data into a vector store for future reference and faster querying, ensuring continuous learning and improvement.
Key Features
- AI-Driven TTP Extraction: Automatically identifies and tags MITRE ATT&CK Tactics, Techniques, and IDs from SIEM alerts.
- Actionable Remediation Guidance: Generates specific, step-by-step instructions for mitigating identified threats.
- Historical Context & Pattern Recognition: Cross-references current alerts with historical data to uncover trends and related incidents.
- Enriched Threat Intelligence: Provides links to external resources for deeper understanding and context.
- Vector Store Integration: Embeds threat data for efficient retrieval and long-term knowledge management.
How To Use
- Trigger Configuration: Set up the 'When chat message received' node to capture your SIEM alerts. This can be integrated with various chat platforms or APIs.
- AI Agent Setup: Configure the 'AI Agent' node with the provided
systemMessageto define its role as a cybersecurity expert. Ensure the correct OpenAI model is selected in the 'OpenAI Chat Model' node. - Data Processing: Use the 'Extract from File' and 'Split Out' nodes to parse incoming alert data. The 'Default Data Loader' node will enrich this data with metadata like IDs, names, and external references.
- Embedding & Vector Store: Configure the 'Embeddings OpenAI' nodes to generate vector embeddings for your threat data. Connect these to your chosen vector database (e.g., Qdrant, as implied by the sticky note) using subsequent nodes (not shown in snippet) to build a knowledge base.
- Output & Integration: The output of the AI Agent (e.g.,
AI Agent1) will contain the TTP analysis and remediation steps. Further nodes can be added to send this information to your incident response platform, ticketing system, or security dashboard.
Apps Used
Workflow JSON
{
"id": "8d8011b4-ae51-407c-880c-78fdac1a4063",
"name": "Automate Cybersecurity Incident Response with AI-Powered TTP Analysis",
"nodes": 16,
"category": "DevOps",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 8d8011b4-ae51...
About the Author
DevOps_Master_X
Infrastructure Expert
Specializing in CI/CD pipelines, Docker, and Kubernetes automations.
Statistics
Related Workflows
Discover more workflows you might like
Effortless Bug Reporting: Slack Slash Command to Linear Issue
Streamline your bug reporting process by instantly creating Linear issues directly from Slack using a simple slash command. This workflow enhances team collaboration by providing immediate feedback and a structured approach to logging defects, saving valuable time for development and QA teams.
Automated PR Merged QA Notifications
Streamline your QA process with this automated workflow that notifies your team upon successful Pull Request merges. Leverage AI and vector stores to enrich notifications and ensure seamless integration into your development pipeline.
Visualize Your n8n Workflows: Interactive Dashboard with Mermaid.js
Gain unparalleled visibility into your n8n automation landscape. This workflow transforms your n8n instance into a dynamic, interactive dashboard, leveraging Mermaid.js to visualize all your workflows in one accessible place.