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
description: Learn how to apply differential privacy best practices to Azure Machine Learning models by using the SmartNoise packages.
4
+
description: Learn how to apply differential privacy best practices to Azure Machine Learning models by using the SmartNoise open-source libraries.
5
5
services: machine-learning
6
6
ms.service: machine-learning
7
7
ms.subservice: core
@@ -16,17 +16,17 @@ ms.date: 01/21/2020
16
16
17
17
# Use differential privacy in Azure Machine Learning (preview)
18
18
19
-
Learn how to apply differential privacy best practices to Azure Machine Learning models by using the SmartNoise Python packages.
19
+
Learn how to apply differential privacy best practices to Azure Machine Learning models by using the SmartNoise Python open-source libraries.
20
20
21
-
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).
21
+
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).
22
22
23
23
24
24
## Prerequisites
25
25
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 SmartNoise packages
29
+
## Install SmartNoise Python libraries
30
30
31
31
### Standalone installation
32
32
@@ -47,7 +47,7 @@ import opendp.smartnoise.sql
47
47
48
48
If the imports succeed, the libraries are installed and ready to use.
0 commit comments