Prevention-based defenses that perform well on short-context benchmarks retain substantial attack success on the paper's long-context synthetic benchmark, although PromptLocate and MetaSecAlign 8B are lower than several simpler defenses on some tasks.

Prevention-based defenses that perform well on short-context benchmarks retain substantial attack success on the paper's long-context synthetic benchmark, although PromptLocate and MetaSecAlign 8B are lower than several simpler defenses on some tasks. · CiteArk

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指标与条件	论文报告	最近可用实测	证据判断
task: paper review · attack: Authority spoof · dataset: synthetic LongPIBench · defense: MetaSecAlign 8B · repetitions: 1	1 fraction	—	尚未评估

Prevention-based defenses that perform well on short-context benchmarks retain substantial attack success on the paper's long-context synthetic benchmark, although PromptLocate and MetaSecAlign 8B are lower than several simpler defenses on some tasks.

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