ODPure

ODPure: Backdoor Purification for Object Detection via Ensemble Corruption Consensus The first input-stage black-box purification defense tailored for object detectors against backdoor attacks. 📖 Overview ODPure is the first input-stage, black-box purification framework tailored for defending...

ODPure: Backdoor Purification for Object Detection Via Ensemble Corruption Consensus

With the development of applications like autonomous driving, object detection has gained significant attention, while also highlighting critical vulnerabilities like backdoor attacks that severely compromise model integrity. Specifically, such attacks involve altering the categories of objects...