Merge remote-tracking branch 'origin/main' into dev_1.4.0

Author: Beat Buesser

README-cn.md

@@ -1,15 +1,15 @@
 # Adversarial Robustness Toolbox (ART) v1.3
 <p align="center">
-  <img src="docs/images/art_lfai.png?raw=true" width="250" title="ART logo">
+  <img src="docs/images/art_lfai.png?raw=true" width="467" title="ART logo">
 </p>
 <br />
 
-[![Build Status](https://travis-ci.org/IBM/adversarial-robustness-toolbox.svg?branch=master)](https://travis-ci.org/IBM/adversarial-robustness-toolbox)
+[![Build Status](https://travis-ci.com/Trusted-AI/adversarial-robustness-toolbox.svg?branch=main)](https://travis-ci.com/Trusted-AI/adversarial-robustness-toolbox)
 [![Documentation Status](https://readthedocs.org/projects/adversarial-robustness-toolbox/badge/?version=latest)](http://adversarial-robustness-toolbox.readthedocs.io/en/latest/?badge=latest)
-[![GitHub version](https://badge.fury.io/gh/IBM%2Fadversarial-robustness-toolbox.svg)](https://badge.fury.io/gh/IBM%2Fadversarial-robustness-toolbox)
-[![Language grade: Python](https://img.shields.io/lgtm/grade/python/g/IBM/adversarial-robustness-toolbox.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/IBM/adversarial-robustness-toolbox/context:python)
-[![Total alerts](https://img.shields.io/lgtm/alerts/g/IBM/adversarial-robustness-toolbox.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/IBM/adversarial-robustness-toolbox/alerts/)
-[![codecov](https://codecov.io/gh/IBM/adversarial-robustness-toolbox/branch/master/graph/badge.svg)](https://codecov.io/gh/IBM/adversarial-robustness-toolbox)
+[![GitHub version](https://badge.fury.io/gh/Trusted-AI%2Fadversarial-robustness-toolbox.svg)](https://badge.fury.io/gh/Trusted-AI%2Fadversarial-robustness-toolbox)
+[![Language grade: Python](https://img.shields.io/lgtm/grade/python/g/Trusted-AI/adversarial-robustness-toolbox.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/Trusted-AI/adversarial-robustness-toolbox/context:python)
+[![Total alerts](https://img.shields.io/lgtm/alerts/g/Trusted-AI/adversarial-robustness-toolbox.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/Trusted-AI/adversarial-robustness-toolbox/alerts/)
+[![codecov](https://codecov.io/gh/Trusted-AI/adversarial-robustness-toolbox/branch/master/graph/badge.svg)](https://codecov.io/gh/Trusted-AI/adversarial-robustness-toolbox)
 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/adversarial-robustness-toolbox)](https://pypi.org/project/adversarial-robustness-toolbox/)
@@ -31,15 +31,21 @@
 |-------------------------------------|-------------------------------|-----------------------------------|
 | - [安装][installation]<br>- [例子](examples/README.md)<br>- [笔记本电脑](notebooks/README.md) | - [进攻][attacks]<br>- [防御][defences]<br>- [估算器][estimators]<br>- [指标][metrics]<br>- [技术文档](https://adversarial-robustness-toolbox.readthedocs.io) | - [Slack](https://ibm-art.slack.com), [邀请函](https://join.slack.com/t/ibm-art/shared_invite/enQtMzkyOTkyODE4NzM4LTA4NGQ1OTMxMzFmY2Q1MzE1NWI2MmEzN2FjNGNjOGVlODVkZDE0MjA1NTA4OGVkMjVkNmQ4MTY1NmMyOGM5YTg)<br>- [贡献](CONTRIBUTING.md)<br>- [路线图][roadmap]<br>- [引用][citing] |
 
-[get-started]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/Get-Started
-[attacks]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/ART-Attacks
-[defences]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/ART-Defences
-[estimators]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/ART-Estimators
-[metrics]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/ART-Metrics
-[contributing]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/Contributing
-[documentation]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/Documentation
-[installation]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/Get-Started#setup
-[roadmap]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/Roadmap
-[citing]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/Contributing#citing-art
-
-该图书馆正在不断发展中。 欢迎反馈，错误报告和贡献！
+[get-started]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Get-Started
+[attacks]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/ART-Attacks
+[defences]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/ART-Defences
+[estimators]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/ART-Estimators
+[metrics]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/ART-Metrics
+[contributing]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Contributing
+[documentation]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Documentation
+[installation]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Get-Started#setup
+[roadmap]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Roadmap
+[citing]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Contributing#citing-art
+
+该图书馆正在不断发展中。 欢迎反馈，错误报告和贡献！
+
+# 致谢
+
+本材料部分基于国防高级研究计划局（DARPA）支持的工作
+合同编号HR001120C0013。本材料中表达的任何意见，发现和结论或建议均为
+作者的观点，并不一定反映国防高级研究计划局（DARPA）的观点。

README.md

@@ -4,11 +4,11 @@
 </p>
 <br />
 
-[![Build Status](https://travis-ci.org/IBM/adversarial-robustness-toolbox.svg?branch=master)](https://travis-ci.org/IBM/adversarial-robustness-toolbox)
+[![Build Status](https://travis-ci.com/Trusted-AI/adversarial-robustness-toolbox.svg?branch=main)](https://travis-ci.com/Trusted-AI/adversarial-robustness-toolbox)
 [![Documentation Status](https://readthedocs.org/projects/adversarial-robustness-toolbox/badge/?version=latest)](http://adversarial-robustness-toolbox.readthedocs.io/en/latest/?badge=latest)
-[![GitHub version](https://badge.fury.io/gh/IBM%2Fadversarial-robustness-toolbox.svg)](https://badge.fury.io/gh/IBM%2Fadversarial-robustness-toolbox)
-[![Language grade: Python](https://img.shields.io/lgtm/grade/python/g/IBM/adversarial-robustness-toolbox.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/IBM/adversarial-robustness-toolbox/context:python)
-[![Total alerts](https://img.shields.io/lgtm/alerts/g/IBM/adversarial-robustness-toolbox.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/IBM/adversarial-robustness-toolbox/alerts/)
+[![GitHub version](https://badge.fury.io/gh/Trusted-AI%2Fadversarial-robustness-toolbox.svg)](https://badge.fury.io/gh/Trusted-AI%2Fadversarial-robustness-toolbox)
+[![Language grade: Python](https://img.shields.io/lgtm/grade/python/g/Trusted-AI/adversarial-robustness-toolbox.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/Trusted-AI/adversarial-robustness-toolbox/context:python)
+[![Total alerts](https://img.shields.io/lgtm/alerts/g/Trusted-AI/adversarial-robustness-toolbox.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/Trusted-AI/adversarial-robustness-toolbox/alerts/)
 [![codecov](https://codecov.io/gh/Trusted-AI/adversarial-robustness-toolbox/branch/master/graph/badge.svg)](https://codecov.io/gh/Trusted-AI/adversarial-robustness-toolbox)
 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
@@ -36,15 +36,20 @@ certification, etc.).
 |-------------------------------------|-------------------------------|-----------------------------------|
 | - [Installation][installation]<br>- [Examples](examples/README.md)<br>- [Notebooks](notebooks/README.md) | - [Attacks][attacks]<br>- [Defences][defences]<br>- [Estimators][estimators]<br>- [Metrics][metrics]<br>- [Technical Documentation](https://adversarial-robustness-toolbox.readthedocs.io) | - [Slack](https://ibm-art.slack.com), [Invitation](https://join.slack.com/t/ibm-art/shared_invite/enQtMzkyOTkyODE4NzM4LTA4NGQ1OTMxMzFmY2Q1MzE1NWI2MmEzN2FjNGNjOGVlODVkZDE0MjA1NTA4OGVkMjVkNmQ4MTY1NmMyOGM5YTg)<br>- [Contributing](CONTRIBUTING.md)<br>- [Roadmap][roadmap]<br>- [Citing][citing] |
 
-[get-started]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/Get-Started
-[attacks]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/ART-Attacks
-[defences]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/ART-Defences
-[estimators]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/ART-Estimators
-[metrics]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/ART-Metrics
-[contributing]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/Contributing
-[documentation]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/Documentation
-[installation]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/Get-Started#setup
-[roadmap]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/Roadmap
-[citing]: https://github.com/IBM/adversarial-robustness-toolbox/wiki/Contributing#citing-art
+[get-started]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Get-Started
+[attacks]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/ART-Attacks
+[defences]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/ART-Defences
+[estimators]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/ART-Estimators
+[metrics]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/ART-Metrics
+[contributing]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Contributing
+[documentation]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Documentation
+[installation]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Get-Started#setup
+[roadmap]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Roadmap
+[citing]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Contributing#citing-art
 
 The library is under continuous development. Feedback, bug reports and contributions are very welcome!
+
+# Acknowledgment
+This material is partially based upon work supported by the Defense Advanced Research Projects Agency (DARPA) under
+Contract No. HR001120C0013. Any opinions, findings and conclusions or recommendations expressed in this material are
+those of the author(s) and do not necessarily reflect the views of the Defense Advanced Research Projects Agency (DARPA).

requirements.txt

@@ -1,11 +1,11 @@
 # base
-numpy==1.19.1
+numpy==1.19.2
 scipy==1.4.1
 matplotlib==3.3.1
 scikit-learn==0.22.2
 six==1.15.0
 Pillow==7.2.0
-tqdm==4.48.2
+tqdm==4.49.0
 statsmodels==0.12.0
 pydub==0.24.1
 resampy==0.2.2