Vector and Embedding Weaknesses in AI Systems

AI Vector & Embedding Security Risks

Introduction AI security threats are evolving at roughly the same speed that AI itself is: extremely fast. One of the most recent—and least understood—vulnerabilities involves vector and embedding weaknesses. These issues have gained attention with their addition to the OWASP Top 10 for LLMs, and the risks are becoming more urgent as Retrieval-Augmented Generation (RAG) continues to dominate enterprise AI adoption. RAG allows organizations to en…

Vector and Embedding Weaknesses in AI Systems

Learn how to secure embeddings against poisoning, leakage, and inversion attacks.