CIRCLE is a 1,260-prompt benchmark that measures how often commercial LLM code interpreters refuse, execute, or time out on resource-exhaustion tasks, revealing large and inconsistent safety gaps.
Agentdojo: a dynamic environment to evaluate prompt injection attacks and defenses for llm agents
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Running in CIRCLE? A Simple Benchmark for LLM Code Interpreter Security
CIRCLE is a 1,260-prompt benchmark that measures how often commercial LLM code interpreters refuse, execute, or time out on resource-exhaustion tasks, revealing large and inconsistent safety gaps.