PatchDEMUX extends any certified single-label patch defense to multi-label classifiers by per-class certification and a location-aware procedure that tightens bounds when the attacker can plant only one patch.
Asymmet- ric Loss For Multi-Label Classification
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PatchDEMUX: A Certifiably Robust Framework for Multi-label Classifiers Against Adversarial Patches
PatchDEMUX extends any certified single-label patch defense to multi-label classifiers by per-class certification and a location-aware procedure that tightens bounds when the attacker can plant only one patch.