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SecGPT: An Execution Isolation Architecture for LLM-Based Systems
March 11, 2024, 4:10 a.m. | Yuhao Wu, Franziska Roesner, Tadayoshi Kohno, Ning Zhang, Umar Iqbal
cs.CR updates on arXiv.org arxiv.org
Abstract: Large language models (LLMs) extended as systems, such as ChatGPT, have begun supporting third-party applications. These LLM apps leverage the de facto natural language-based automated execution paradigm of LLMs: that is, apps and their interactions are defined in natural language, provided access to user data, and allowed to freely interact with each other and the system. These LLM app ecosystems resemble the settings of earlier computing platforms, where there was insufficient isolation between apps and …
architecture arxiv cs.ai cs.cl cs.cr cs.cy cs.lg isolation llm systems
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