Layered defense design for a customer support agent deployment against direct prompt injection attacks, using hash-based prompt pinning on Llama 3.3 70B.
Layered defense design for a customer support agent deployment against jailbreak prefix attacks, using hash-based prompt pinning on Claude 4.5 Sonnet.
Layered defense design for a customer support agent deployment against role-play jailbreak attacks, using output schema enforcement on Grok 3.
Layered defense design for a customer support agent deployment against multi-turn manipulation attacks, using output schema enforcement on Mistral Large.
Layered defense design for a customer support agent deployment against data exfiltration via summaries attacks, using spotlighting (delimiter marking) on Claude Opus 4.5.
Layered defense design for a customer support agent deployment against system prompt extraction attacks, using spotlighting (delimiter marking) on Command R+.
Layered defense design for a customer support agent deployment against payload smuggling in code blocks attacks, using input sanitization on Mistral Small 3.
Layered defense design for a customer support agent deployment against markdown image exfiltration attacks, using input sanitization on Claude Haiku 4.
Layered defense design for a customer support agent deployment against instruction smuggling in URLs attacks, using output content filter on GPT-4.1.
Layered defense design for a customer support agent deployment against PDF/OCR-layer injection attacks, using output content filter on Qwen 2.5 72B.
Layered defense design for a customer support agent deployment against context window overflow attack attacks, using dual-LLM architecture on Gemini 2.0 Flash.
Layered defense design for a customer support agent deployment against direct prompt injection attacks, using dual-LLM architecture on GPT-4o-mini.