RETRACE: Building an Incident-Response Assistant with Memory

RETRACE: Building an Incident-Response Assistant with Memory

Introduction

Cybersecurity incidents require analysts to investigate alerts, understand previous events, and make informed decisions.

RETRACE is an incident-response assistant designed around the idea of retaining useful investigation context to support future analysis.

The Problem

Traditional incident investigations can involve repeated analysis, fragmented information, and difficulty recalling previous investigation steps.

Our Solution

RETRACE aims to provide an assistant that can retain relevant investigation context and help users revisit previous incident-response activities.

How It Works

1. Receive an incident or security alert.
2. Collect relevant investigation information.
3. Analyze the available context.
4. Retain useful information for future reference.
5. Support subsequent investigations using stored context.

Key Features

• Incident-response assistance.
• Investigation memory.
• Context-aware retrieval.
• Organized investigation history.

What I Learned

Working on RETRACE helped me explore the relationship between cybersecurity, AI-assisted workflows, and memory-based systems.

Conclusion

RETRACE represents my exploration of making incident response more context-aware by combining investigation assistance with memory.

cybersecurity #ai #opensource #beginners