Adversarial Humanities Benchmark: Results on Stylistic Robustness in Frontier Model Safety

Marcello Galisai, Susanna Cifani, Francesco Giarrusso +5

The Adversarial Humanities Benchmark (AHB) evaluates whether model safety refusals survive a shift away from familiar harmful prompt forms. Starting from harmful tasks drawn from M…