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hcguoO0 / FIA

code for "Feature Importance-aware Transferable Adversarial Attacks"
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Wondering the exact layer name #7

Closed arcus99 closed 2 years ago

arcus99 commented 3 years ago

Thanks for sharing the code! I've tried to run attack.py on InceptionV3(using layer InceptionV3/InceptionV3/Mixed_5b/concat), InceptionV4(using layer InceptionV4/InceptionV4/Mixed_6f/concat) and Resnet_v1_50(using layer resnet_v1_50/block4/unit_3/bottleneck_v1/conv2/Relu), but got poor results, so could you please share the EXACT LAYER NAME you used to attack?

hcguoO0 commented 3 years ago

The layer name is InceptionV3/InceptionV3/Mixed_5b/concat for IneceptionV3 and resnet_v1_152/block2/unit_8/bottleneck_v1/add for Resnet_v1_152. I didn't do experiments on InceptionV4 and Resnet_v1_50, so I can't give the optimal layer name. If you still get poor results, please check whether other parameters are wrong.