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Hacker News |Technology |Sep 24, 2026

Prompt Guard 2 and other classifiers struggle to detect realistic AI agent attacks

A new benchmark evaluation has shown that injection detection classifiers fail to flag most attacks when they are embedded in ordinary-looking data. The study tested 629 cases with 27 distinct attack patterns against multiple safety models.