ResearchTasksAdversarial Example DetectionAdversarial Example DetectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedLibriSpeech C&W attack vs. benignPVP99AUROC60Mar 25, 2026LibriSpeech Psychoacoustic attack vs. benignPVP98AUROC12Mar 25, 2026VoxCeleb1PnP-Diff96.6Detection Rate (%) @ FPR=1%9Jul 2, 2026TinyML MNIST, CIFAR-10, Speech CommandsAdvScan99.984Detection Accuracy5Jun 29, 2026