NODES 2025 - CyRAG: Retrieval Augmented Generation for Robust Cyber Defense

We will present a cyber defense tool, CyRAG, which brings together structured data from common vulnerabilities and exposures (CVE), common weakness enumeration (CWE), Common Attack Pattern Enumeration and Classification (CAPEC), and Adversarial Tactics, Techniques, and Common Knowledge( ATT&CK) to generate accurate and context-rich responses from a LLM using retrieval augmentation technique. CyRAG employs Neo4j knowledge graphs to store and retrieve interconnected information in cybersecurity threat intelligence, enabling informed decisions and optimized cyber defense. Speakers: Mahantesh Halappanavar, Moqsadur Rahman, Siddhartha Shankar Das, Joseph Aguayo Resources: Get Started with Aura - https://bit.ly/3LOLrjh Deployment Center - https://bit.ly/4jOelM3 Ground AI Systems and Agents with Neo4j - https://bit.ly/4oVsnyb #nodes2025 #neo4j #graphdatabase #graphrag #knowledgegraph