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

Measurement results

0/1 assessed

0 supported0 disputed or conflicting1 not assessed

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Metric and conditions	Reported	Latest observation	Evidence judgment
task: paper review · attack: Authority spoof · dataset: synthetic LongPIBench · defense: MetaSecAlign 8B · repetitions: 1	1 fraction	—	Not assessed

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.

Reported and observed measurements

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Measurement results