The open-sourced Python toolbox for backdoor attacks and defenses.
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Updated
Mar 14, 2025 - Python
The open-sourced Python toolbox for backdoor attacks and defenses.
BackdoorMBTI is an open source project expanding the unimodal backdoor learning to a multimodal context. We hope that BackdoorMBTI can facilitate the analysis and development of backdoor defense methods within a multimodal context.
[IEEE S&P'24] ODSCAN: Backdoor Scanning for Object Detection Models
[NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense
FedGrad: Mitigating Backdoor Attacks in Federated Learning through Local Ultimate Gradients Inspection (IJCNN 2023)
Backdoor attack and the corresponding defense by activation clustering in Trustworthy Machine Learning
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