Layered defense design for a customer support agent deployment against DAN-style persona attack attacks, using output schema enforcement on Gemini 2.5 Pro.
Layered defense design for a customer support agent deployment against markdown image exfiltration attacks, using output schema enforcement on GPT-4o-mini.
Layered defense design for a customer support agent deployment against instruction smuggling in URLs attacks, using spotlighting (delimiter marking) on o1.
Layered defense design for a customer support agent deployment against PDF/OCR-layer injection attacks, using spotlighting (delimiter marking) on DeepSeek-V3.
Layered defense design for a customer support agent deployment against context window overflow attack attacks, using input sanitization on Claude 3.5 Sonnet.
Layered defense design for a customer support agent deployment against recursive self-instruction attacks, using input sanitization on o1-mini.
Layered defense design for a customer support agent deployment against indirect injection via RAG documents attacks, using output content filter on DeepSeek-R1.
Layered defense design for a customer support agent deployment against role-play jailbreak attacks, using output content filter on Claude 3.7 Sonnet.
Layered defense design for a customer support agent deployment against multi-turn manipulation attacks, using dual-LLM architecture on o3-mini.
Layered defense design for a customer support agent deployment against data exfiltration via summaries attacks, using dual-LLM architecture on Llama 3.3 70B.
Layered defense design for a customer support agent deployment against prompt leaking attacks attacks, using constitutional AI critique on Claude 4.5 Sonnet.
Layered defense design for a customer support agent deployment against DAN-style persona attack attacks, using constitutional AI critique on Grok 3.