Layered defense design for a customer support agent deployment against role-play jailbreak attacks, using retrieval trust scoring on GPT-4o.
Layered defense design for a customer support agent deployment against multi-turn manipulation attacks, using structured function-call-only interface on Mistral Small 3.
Layered defense design for a customer support agent deployment against data exfiltration via summaries attacks, using structured function-call-only interface on Gemini 2.5 Pro.
Layered defense design for a customer support agent deployment against system prompt extraction attacks, using hash-based prompt pinning on GPT-4.1.
Layered defense design for a customer support agent deployment against DAN-style persona attack attacks, using hash-based prompt pinning on Qwen 2.5 72B.
Layered defense design for a customer support agent deployment against markdown image exfiltration attacks, using output schema enforcement on Gemini 2.0 Flash.
Layered defense design for a customer support agent deployment against instruction smuggling in URLs attacks, using output schema enforcement on GPT-4o-mini.
Layered defense design for a customer support agent deployment against PDF/OCR-layer injection attacks, using spotlighting (delimiter marking) on o1-mini.
Layered defense design for a customer support agent deployment against context window overflow attack attacks, using spotlighting (delimiter marking) on DeepSeek-V3.
Layered defense design for a customer support agent deployment against direct prompt injection attacks, using input sanitization on Claude 3.7 Sonnet.
Layered defense design for a customer support agent deployment against indirect injection via RAG documents attacks, using input sanitization on o3.
Layered defense design for a customer support agent deployment against role-play jailbreak attacks, using output content filter on DeepSeek-R1.