Embedding inversion and data leakage in RAG pipelines: attacks and mitigations

Hands-on demonstration: an embedding vector is not a form of anonymisation. Prompt-injection attacks, vec2text inversion, and counter-measures (application-level redaction, DCPE encryption via orthogonal rotation).