False Positive Rate
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RAID Benchmark AI Detector Results: What the Scores Mean
RAID scores AI-text detectors at a fixed 5% false-positive rate across 11 models and 11 attacks. What top scores mean and where they mislead.
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AI Model Evaluation Metrics: Accuracy, ASR, Refusal, FPR
How AI security evaluations are scored: attack success rate, benign refusal rate, detector TPR and FPR, and judge agreement, with the math behind each.
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How to Benchmark a Prompt-Injection Detector Honestly
Most prompt-injection detector benchmarks are broken before the first request. Here is a test design that produces a number you can actually trust.