AINeutralarXiv – CS AI · 6h ago6/10
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PragLocker: Protecting Agent Intellectual Property in Untrusted Deployments via Non-Portable Prompts
Researchers introduce PragLocker, a technical framework that protects LLM agent prompts by making them non-portable across different language models. The system obfuscates prompts using code symbols and target-model feedback to prevent adversaries from copying proprietary prompts for use with competing LLMs, addressing a growing intellectual property concern in AI deployments.