You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Copy file name to clipboardExpand all lines: articles/machine-learning/how-to-differential-privacy.md
+5-5Lines changed: 5 additions & 5 deletions
Display the source diff
Display the rich diff
Original file line number
Diff line number
Diff line change
@@ -1,7 +1,7 @@
1
1
---
2
-
title: How to preserve data privacy using Open Differential Privacy package
2
+
title: How to preserve data privacy using the WhiteNoise packages
3
3
titleSuffix: Azure Machine Learning
4
-
description: Learn how to apply differential privacy best practices to Azure Machine Learning models by using Open Differential Privacy Python packages.
4
+
description: Learn how to apply differential privacy best practices to Azure Machine Learning models by using the WhiteNoise packages.
Learn how to apply differential privacy best practices to Azure Machine Learning models by using the Open Differential Privacy Python packages.
20
+
Learn how to apply differential privacy best practices to Azure Machine Learning models by using the WhiteNoise Python packages.
21
21
22
22
Differential privacy is the gold-standard definition of privacy. Systems that adhere to this definition of privacy provide strong assurances against a wide range of data reconstruction and reidentification attacks, including attacks by adversaries who possess auxiliary information. Learn more about how [differential privacy works](./concept-differential-privacy.md).
23
23
@@ -26,7 +26,7 @@ Differential privacy is the gold-standard definition of privacy. Systems that ad
26
26
- If you don't have an Azure subscription, create a free account before you begin. Try the [free or paid version of Azure Machine Learning](https://aka.ms/AMLFree) today.
27
27
-[Python 3](https://www.python.org/downloads/)
28
28
29
-
## Install Open Differential Privacy packages
29
+
## Install WhiteNoise packages
30
30
31
31
### Standalone installation
32
32
@@ -49,7 +49,7 @@ If the imports succeed, the libraries are installed and ready to use.
49
49
50
50
### Docker image
51
51
52
-
You can also use Open Differential Privacy libraries with Docker.
52
+
You can also use WhiteNoise packages with Docker.
53
53
54
54
Pull the `opendp/whitenoise` image to use the libraries inside a Docker container that includes Spark, Jupyter, and sample code.
0 commit comments