Rubic’s Digital Solutions

AI Security: Prompt Injection, Data Exfiltration & Safer RAG

Jul 18, 2025AI/MLllmprompt-securityrag
AI circuitry abstract

Threats

  • Prompt injection & data exfiltration via tool calls.
  • Indirect injection from untrusted sources.

Mitigations

  • Input/output gating, allowlists, and scoped tools.
  • Separate tenants & keys; dataset redaction; eval suites.
AI Security: Prompt Injection, Data Exfiltration & Safer RAG | Rubic’s Digital Solutions