FlowGuard: Flow Matching for Identity-Independent Detection of Data-Free Model Stealing Attacks on Energy System Intrusion Detection Systems 文章

ArXiv CS.AI2026-06-03NEWSen作者: Maxime Schwarzer, Laurin Holz, Tobias Huerten, Johannes Loevenich, Thies Moehlenhof, Roberto Rigolin F. Lopes, Veit Hagenmeyer
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FlowGuard: Flow Matching for Identity-Independent Detection of Data-Free Model Stealing Attacks on Energy System Intrusion Detection Systems · 相关技术

相关技术

data-free model stealing attacksOut-of-DistributionFlow Matchinghard-label IDSsoft-label perturbationprediction poisoningSybilidentity-bound query monitoringmodel extractionDIDsmodel theft attacksIntrusion Detection Systemsartificial intelligenceContinuous Normalizing Flows