Layered defense design for a customer support agent deployment against direct prompt injection attacks, using dual-LLM architecture on GPT-4o-mini.
Layered defense design for a customer support agent deployment against indirect injection via RAG documents attacks, using constitutional AI critique on o1.
Layered defense design for a customer support agent deployment against role-play jailbreak attacks, using constitutional AI critique on DeepSeek-V3.
Layered defense design for a customer support agent deployment against multi-turn manipulation attacks, using canary tokens in system prompt on Claude 3.5 Sonnet.
Layered defense design for a customer support agent deployment against data exfiltration via summaries attacks, using canary tokens in system prompt on o3.
Layered defense design for a customer support agent deployment against system prompt extraction attacks, using privilege separation between tool tiers on DeepSeek-R1.
Layered defense design for a customer support agent deployment against payload smuggling in code blocks attacks, using privilege separation between tool tiers on Claude 4 Sonnet.
Layered defense design for a customer support agent deployment against markdown image exfiltration attacks, using re-prompting with quoted user input on o3-mini.
Layered defense design for a customer support agent deployment against instruction smuggling in URLs attacks, using re-prompting with quoted user input on Llama 3.1 405B.
Layered defense design for a customer support agent deployment against PDF/OCR-layer injection attacks, using signed instruction boundaries on Claude 4.5 Sonnet.
Layered defense design for a customer support agent deployment against context window overflow attack attacks, using content provenance tagging on Grok 3.
Layered defense design for a customer support agent deployment against direct prompt injection attacks, using content provenance tagging on Mistral Large.