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大小: 7KB文件類型: .py金幣: 1下載: 0 次發(fā)布日期: 2021-01-06
- 語(yǔ)言: Python
- 標(biāo)簽: DeepFool??adversarial??對(duì)抗樣本??
資源簡(jiǎn)介
DeepFool對(duì)抗算法實(shí)現(xiàn)代碼,需先下載cleverhans集成庫(kù),或是我資源中的FGSM算法也可以。
代碼片段和文件信息
#?adapted?from?mnist_tutorial_cw.py
from?__future__?import?absolute_import
from?__future__?import?division
from?__future__?import?print_function
from?__future__?import?unicode_literals
import?numpy?as?np
from?six.moves?import?xrange
import?tensorflow?as?tf
from?tensorflow.python.platform?import?flags
import?logging
import?os
from?cleverhans.attacks?import?DeepFool
from?cleverhans.utils?import?pair_visual?grid_visual?AccuracyReport
from?cleverhans.utils?import?set_log_level
from?cleverhans.utils_mnist?import?data_mnist
from?cleverhans.utils_tf?import?model_train?model_eval?tf_model_load
from?cleverhans_master.cleverhans_tutorials.tutorial_models?import?make_basic_cnn
FLAGS?=?flags.FLAGS
def?mnist_tutorial_deepfool(train_start=0?train_end=60000?test_start=0
??????????????????????
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