Data Security
Every TrendGuru field note filed under Data Security — emerging threats, defensive patterns, and what is actually working in production.
2 articles
Data SecurityOct 2, 2026
Your Vector Database Is Leaking More Than You Think
Embedding stores were deployed fast and secured late. Inversion attacks, over-broad retrieval scopes and missing tenant isolation are turning RAG pipelines into data-disclosure engines.
6 minRead
Data SecurityAug 17, 2026
Vector Databases Are Leaking Data Your DLP Cannot See
Embeddings are not anonymised. They are reversible enough to matter, they usually sit outside your classification tooling, and in most deployments every user can retrieve every chunk.
8 minRead