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Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks

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Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 1.13.1 to 1.15.4. Release notes Sourced from tensorflow's releases. TensorFlow 1.15.4 Release 1.15.4 Bug Fixes and Other Changes Fixes an undefined behavior causing a segfault in tf.raw_ops.Switch...

dependencies

Bumps [tensorflow-gpu](https://github.com/tensorflow/tensorflow) from 1.13.1 to 1.15.4. Release notes Sourced from tensorflow-gpu's releases. TensorFlow 1.15.4 Release 1.15.4 Bug Fixes and Other Changes Fixes an undefined behavior causing a segfault in tf.raw_ops.Switch...

dependencies

support deepfool (L_inf norm)

enhancement

1. Some causes crash while some generated black images. list: new filter transformations, denoising transformations, geo transformations, seg transformations. 2. Rename some of the existing transformation types to organize all...

bug

U of SC computing resource center supports[ Sylab.io](https://sylabs.io/), With that, we should be able to create a docker container, which gives us root privilege, and deploy it to the computing...

The idea is to differentiate BS and AE based on their output from distinct transform models. In [Detecing adversarial samples from artifacts.pdf](https://github.com/softsys4ai/adversarial_transformers/files/3530683/Detecing.adversarial.samples.from.artifacts.pdf), it is shown that different models make different...

enhancement

use FLAG to manage 1) project configurations 2) global variables 3) other related values/settings.

enhancement

Use logging to manage the information, rather than using print function.

enhancement