Dynamic separator generation via domain-separated SHA-256 reduces attack success rate from 0.88 to 0.38 and eliminates leakage exposure in evaluations against 16 payloads on Llama and DeepSeek models.
To protect the LLM agent against the prompt injection attack with polymorphic prompt assembling,
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Strengthening Polymorphic Prompt Assembling: Dynamic Separator Generation Against Emerging Prompt Injection Attacks
Dynamic separator generation via domain-separated SHA-256 reduces attack success rate from 0.88 to 0.38 and eliminates leakage exposure in evaluations against 16 payloads on Llama and DeepSeek models.