Layered defense design for a customer support agent deployment against instruction smuggling in URLs attacks, using structured function-call-only interface on o3.
Layered defense design for a customer support agent deployment against PDF/OCR-layer injection attacks, using hash-based prompt pinning on DeepSeek-R1.
Layered defense design for a customer support agent deployment against memory poisoning attack attacks, using hash-based prompt pinning on Claude 3.7 Sonnet.
Layered defense design for a customer support agent deployment against recursive self-instruction attacks, using output schema enforcement on o3-mini.
Layered defense design for a customer support agent deployment against indirect injection via RAG documents attacks, using output schema enforcement on Llama 3.3 70B.
Layered defense design for a customer support agent deployment against role-play jailbreak attacks, using spotlighting (delimiter marking) on Claude 4.5 Sonnet.
Layered defense design for a customer support agent deployment against multi-turn manipulation attacks, using spotlighting (delimiter marking) on Grok 3.
Layered defense design for a customer support agent deployment against tool-use hijacking attacks, using input sanitization on Mistral Large.
Layered defense design for a customer support agent deployment against prompt leaking attacks attacks, using input sanitization on Claude Opus 4.5.
Layered defense design for a customer support agent deployment against DAN-style persona attack attacks, using output content filter on GPT-4o.
Layered defense design for a customer support agent deployment against markdown image exfiltration attacks, using output content filter on Mistral Small 3.
Layered defense design for a coding copilot deployment against instruction smuggling in URLs attacks, using dual-LLM architecture on Claude Haiku 4.