Layered defense design for a coding copilot deployment against memory poisoning attack attacks, using constitutional AI critique on Qwen 2.5 72B.
Layered defense design for a coding copilot deployment against recursive self-instruction attacks, using constitutional AI critique on Gemini 2.0 Flash.
Layered defense design for a coding copilot deployment against indirect injection via RAG documents attacks, using canary tokens in system prompt on GPT-4o-mini.
Layered defense design for a coding copilot deployment against role-play jailbreak attacks, using canary tokens in system prompt on o1-mini.
Layered defense design for a coding copilot deployment against multi-turn manipulation attacks, using privilege separation between tool tiers on DeepSeek-V3.
Layered defense design for a coding copilot deployment against tool-use hijacking attacks, using privilege separation between tool tiers on Claude 3.5 Sonnet.
Layered defense design for a coding copilot deployment against prompt leaking attacks attacks, using re-prompting with quoted user input on o3.
Layered defense design for a coding copilot deployment against DAN-style persona attack attacks, using re-prompting with quoted user input on DeepSeek-R1.
Layered defense design for a coding copilot deployment against markdown image exfiltration attacks, using signed instruction boundaries on Claude 4 Sonnet.
Layered defense design for a coding copilot deployment against instruction smuggling in URLs attacks, using signed instruction boundaries on o3-mini.
Layered defense design for a coding copilot deployment against PDF/OCR-layer injection attacks, using content provenance tagging on Llama 3.1 405B.
Layered defense design for a coding copilot deployment against memory poisoning attack attacks, using retrieval trust scoring on Claude 4.5 Sonnet.