Google DeepMind has introduced CaMeL, a system built to mitigate prompt injection attacks in large language models (LLMs). CaMeL converts user commands into Python-like code to secure data flows and ensure instructions are correctly followed without exposing sensitive data to potentially malicious inputs. This approach leverages capabilities and custom interpreters for enhanced security. Despite its promise, CaMeL still requires users to manage and configure security policies, which can be a burden.
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