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User invocation choices can amplify coding agent vulnerability, with task type causing a staggering 4.5-fold difference in attack success rates.
Users can alter video prompts on-the-fly, enabling a seamless interactive experience in long-form video generation.
MTGuard effectively reduces harmful tool use in LLM agents, combining static and dynamic analysis to enhance security without sacrificing performance.
