Layered defense design for a customer support agent deployment against prompt leaking attacks attacks, using privilege separation between tool tiers on Claude 3.7 Sonnet.
Layered defense design for a customer support agent deployment against DAN-style persona attack attacks, using re-prompting with quoted user input on o3.
Layered defense design for a customer support agent deployment against markdown image exfiltration attacks, using re-prompting with quoted user input on Llama 3.3 70B.
Layered defense design for a customer support agent deployment against instruction smuggling in URLs attacks, using signed instruction boundaries on Claude 4 Sonnet.
Layered defense design for a customer support agent deployment against PDF/OCR-layer injection attacks, using signed instruction boundaries on Grok 3.
Layered defense design for a customer support agent deployment against context window overflow attack attacks, using content provenance tagging on Llama 3.1 405B.
Layered defense design for a customer support agent deployment against recursive self-instruction attacks, using retrieval trust scoring on Claude Opus 4.5.
Layered defense design for a customer support agent deployment against indirect injection via RAG documents attacks, using retrieval trust scoring on Command R+.
Layered defense design for a customer support agent deployment against role-play jailbreak attacks, using structured function-call-only interface on Mistral Large.
Layered defense design for a customer support agent deployment against multi-turn manipulation attacks, using structured function-call-only interface on Claude Haiku 4.
Layered defense design for a customer support agent deployment against data exfiltration via summaries attacks, using hash-based prompt pinning on GPT-4o.
Layered defense design for a customer support agent deployment against prompt leaking attacks attacks, using hash-based prompt pinning on Qwen 2.5 72B.