ResearchBenchmarksAdversarial Attack Detection on NIPS17, LLaVA, and Medical In-domain (test)Adversarial Attack Detection on NIPS17, LLaVA, and Medical In-domain (test)Follow98.3PrecisionDense97.57297.76197.9598.139May 8, 2026Evaluation resultsMethodMethodLinksPrecisionRecallF1 ScoreDense2026.0598.388.493SAEgis2026.0598.189.993.7PIP2026.0597.892.495SAEgisEnsemble=trueEnsemble=true2026.0597.79797.3DenseEnsemble=trueEnsemble=true2026.0597.698.698