August 2019
Intermediate to advanced
342 pages
9h 35m
English
Content preview from Hands-On Artificial Intelligence for Cybersecurity
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CleverHans library of adversarial examples
One of the Python libraries that is garnering the most attention is definitely the CleverHans library, which is often the basis of other libraries and tools for developing adversarial examples.
The CleverHans library is available at https://github.com/tensorflow/cleverhans, and is released under the MIT license (https://github.com/tensorflow/cleverhans/blob/master/LICENSE).
This library is particularly suitable for constructing attacks, building defenses, and benchmarking machine learning systems' vulnerability to adversarial attacks.
To install the CleverHans library, we must first proceed with the installation of the TensorFlow library (https://www.tensorflow.org/install/), which is used to perform ...
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