Leveraging Vector Databases for Enhanced IT Threat Detection In the ever-evolving landscape of IT security, staying ahead of potential threats is crucial. This blog post delves into how vector databases, combined with machine learning, can significantly improve threat detection capabilities. Understanding Vector Databases A vector database stores, searches, and manages vector embeddings — highly efficient representations of complex data. This approach is particularly beneficial in machine learning and cybersecurity applications.