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University of Portsmouth
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Trust in deepfake detection systems can plummet as their competence wanes, revealing a critical link between performance and calibration that could redefine how we assess AI trustworthiness.
Detectors confidently miss dangerous prompt injections, exposing a critical blind spot that could compromise system integrity.
