Network Intrusion Detection with Neo4j and Snowflake

​Building a network intrusion detector with Neo4j Graph Analytics for Snowflake. We use KNN to connect similar attack events, then train GraphSAGE on those relationships to classify malicious traffic - all natively in Snowpark Container Services. We'll match the academic benchmark (macro-F1 0.811) using nothing but SQL. Guests: Olga Razvenskaia ( https://www.linkedin.com/in/olga-razvenskaya/ ) & Stu Moore ( https://www.linkedin.com/in/stujamesmoore/ ) Blog: https://stu-moore.medium.com/9e202e56d55c #neo4j #graphdatabase #agenticai #knowledgelayer #knowledgegraph #graphrag #AIAgents #snowflake #cybersecurity