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runner_transfer.sh
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#!/bin/bash
#########################################################################
# attack transfer for same AE architecture and different initialization #
#########################################################################
# output space attack
python run_transfer.py --transfer_ae_folder log/autoencoder_for_transfer --transfer_ae_restore_epoch 500 --transfer_ae_type PointNet \
--ae_folder log/autoencoder_victim --attack_pc_idx log/autoencoder_victim/eval/sel_idx_rand_100_test_set_13l.npy \
--attack_folder output_space_attack --output_folder_name output_space_attack_transfer
wait
python evaluate_transfer.py --transfer_ae_folder log/autoencoder_for_transfer \
--ae_folder log/autoencoder_victim --attack_pc_idx log/autoencoder_victim/eval/sel_idx_rand_100_test_set_13l.npy \
--attack_folder output_space_attack --output_folder_name output_space_attack_transfer
wait
# latent space attack
python run_transfer.py --transfer_ae_folder log/autoencoder_for_transfer --transfer_ae_restore_epoch 500 --transfer_ae_type PointNet \
--ae_folder log/autoencoder_victim --attack_pc_idx log/autoencoder_victim/eval/sel_idx_rand_100_test_set_13l.npy \
--attack_folder latent_space_attack --output_folder_name latent_space_attack_transfer
wait
python evaluate_transfer.py --transfer_ae_folder log/autoencoder_for_transfer \
--ae_folder log/autoencoder_victim --attack_pc_idx log/autoencoder_victim/eval/sel_idx_rand_100_test_set_13l.npy \
--attack_folder latent_space_attack --output_folder_name latent_space_attack_transfer
wait
############################################################
# attack transfer for different AE architecture (AtlasNet) #
############################################################
# output space attack
python run_transfer.py --transfer_ae_folder log/atlasnet_for_transfer --transfer_ae_type AtlasNet \
--ae_folder log/autoencoder_victim --attack_pc_idx log/autoencoder_victim/eval/sel_idx_rand_100_test_set_13l.npy \
--attack_folder output_space_attack --output_folder_name output_space_attack_transfer
wait
python evaluate_transfer.py --transfer_ae_folder log/atlasnet_for_transfer \
--ae_folder log/autoencoder_victim --attack_pc_idx log/autoencoder_victim/eval/sel_idx_rand_100_test_set_13l.npy \
--attack_folder output_space_attack --output_folder_name output_space_attack_transfer
wait
# latent space attack
python run_transfer.py --transfer_ae_folder log/atlasnet_for_transfer --transfer_ae_type AtlasNet \
--ae_folder log/autoencoder_victim --attack_pc_idx log/autoencoder_victim/eval/sel_idx_rand_100_test_set_13l.npy \
--attack_folder latent_space_attack --output_folder_name latent_space_attack_transfer
wait
python evaluate_transfer.py --transfer_ae_folder log/atlasnet_for_transfer \
--ae_folder log/autoencoder_victim --attack_pc_idx log/autoencoder_victim/eval/sel_idx_rand_100_test_set_13l.npy \
--attack_folder latent_space_attack --output_folder_name latent_space_attack_transfer
wait
##############################################################
# attack transfer for different AE architecture (FoldingNet) #
##############################################################
# output space attack
python run_transfer.py --transfer_ae_folder log/foldingnet_for_transfer --transfer_ae_restore_epoch 24 --transfer_ae_type FoldingNet \
--ae_folder log/autoencoder_victim --attack_pc_idx log/autoencoder_victim/eval/sel_idx_rand_100_test_set_13l.npy \
--attack_folder output_space_attack --output_folder_name output_space_attack_transfer
wait
python evaluate_transfer.py --transfer_ae_folder log/foldingnet_for_transfer \
--ae_folder log/autoencoder_victim --attack_pc_idx log/autoencoder_victim/eval/sel_idx_rand_100_test_set_13l.npy \
--attack_folder output_space_attack --output_folder_name output_space_attack_transfer
wait
# latent space attack
python run_transfer.py --transfer_ae_folder log/foldingnet_for_transfer --transfer_ae_restore_epoch 24 --transfer_ae_type FoldingNet \
--ae_folder log/autoencoder_victim --attack_pc_idx log/autoencoder_victim/eval/sel_idx_rand_100_test_set_13l.npy \
--attack_folder latent_space_attack --output_folder_name latent_space_attack_transfer
wait
python evaluate_transfer.py --transfer_ae_folder log/foldingnet_for_transfer \
--ae_folder log/autoencoder_victim --attack_pc_idx log/autoencoder_victim/eval/sel_idx_rand_100_test_set_13l.npy \
--attack_folder latent_space_attack --output_folder_name latent_space_attack_transfer
wait