Preventing Déjà Vu - Vector Similarity Search for Security Alerts, with Expel and Pinecone

Dive into a comprehensive workshop exploring vector similarity search techniques for enhancing security alert management. Learn how to combat alert fatigue and improve operational agility by identifying meaningful similarities between alerts. Explore the methodology behind defining alert similarity, including vectorization techniques, applying security intuition, and architectural considerations. Gain insights into Expel's approach to leveraging vector similarity search for more effective security analysis. Discover how to apply these concepts to address challenges in your own organization. The session concludes with a Q&A, allowing for deeper exploration of the topic.

Introduction
Problem: Alert Fatigue
Prior Art: Vectorization and Similarity Search
Applying Security Intuition
Architecture
The Last Mile
Q&A