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[GLOBECOM 2023] Knowledge Distillation Based Defense for Audio Trigger Backdoor in Federated Learning

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KDDF

How to get the code

git clone https://github.com/melamaze/KDDF.git

Model Training

Training environments and codes are placed in FL_backdoor_model_training folder.

| -- Speech Commands V1

       | -- ResNeXt29_2x64d

       | -- RegNetY400MF

       | -- ResNet18

| -- Speech Commands V2 (RegNetY400MF)

KDDF

Complete version is in this link, and you can use this command to get the code:

git clone https://github.com/melamaze/KDDF-pytorch-grad-cam

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[GLOBECOM 2023] Knowledge Distillation Based Defense for Audio Trigger Backdoor in Federated Learning

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