2b55de056d214a2a120b260f8e08b1ab3ad64ec8,cleverhans_tutorials/mnist_tutorial_jsma.py,,mnist_tutorial_jsma,#Any#Any#Any#Any#Any#Any#Any#Any#Any#,35

Before Change


  set_log_level(logging.DEBUG)

  // Get MNIST test data
  x_train, y_train, x_test, y_test = data_mnist(train_start=train_start,
                                                train_end=train_end,
                                                test_start=test_start,
                                                test_end=test_end)

After Change


  // Get MNIST test data
  mnist = MNIST(train_start=train_start, train_end=train_end,
                test_start=test_start, test_end=test_end)
  x_train, y_train = mnist.get_set("train")
  x_test, y_test = mnist.get_set("test")

  // Obtain Image Parameters
  img_rows, img_cols, nchannels = x_train.shape[1:4]
  nb_classes = y_train.shape[1]
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 7

Non-data size: 5

Instances


Project Name: tensorflow/cleverhans
Commit Name: 2b55de056d214a2a120b260f8e08b1ab3ad64ec8
Time: 2018-10-04
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_jsma.py
Class Name:
Method Name: mnist_tutorial_jsma


Project Name: tensorflow/cleverhans
Commit Name: efd086a26660eba300f9754ac835b83c3f0801e0
Time: 2018-10-04
Author: papernot@google.com
File Name: cleverhans_tutorials/evaluate_pickled_model.py
Class Name:
Method Name: evaluate_model


Project Name: tensorflow/cleverhans
Commit Name: 2b55de056d214a2a120b260f8e08b1ab3ad64ec8
Time: 2018-10-04
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_blackbox.py
Class Name:
Method Name: mnist_blackbox


Project Name: tensorflow/cleverhans
Commit Name: 2b55de056d214a2a120b260f8e08b1ab3ad64ec8
Time: 2018-10-04
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_keras_tf.py
Class Name:
Method Name: mnist_tutorial


Project Name: tensorflow/cleverhans
Commit Name: 2b55de056d214a2a120b260f8e08b1ab3ad64ec8
Time: 2018-10-04
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_tfe.py
Class Name:
Method Name: mnist_tutorial


Project Name: tensorflow/cleverhans
Commit Name: 2b55de056d214a2a120b260f8e08b1ab3ad64ec8
Time: 2018-10-04
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_cw.py
Class Name:
Method Name: mnist_tutorial_cw


Project Name: tensorflow/cleverhans
Commit Name: 2b55de056d214a2a120b260f8e08b1ab3ad64ec8
Time: 2018-10-04
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_jsma.py
Class Name:
Method Name: mnist_tutorial_jsma


Project Name: tensorflow/cleverhans
Commit Name: 2b55de056d214a2a120b260f8e08b1ab3ad64ec8
Time: 2018-10-04
Author: papernot@google.com
File Name: cleverhans_tutorials/mnist_tutorial_tf.py
Class Name:
Method Name: mnist_tutorial