Remediation

From Google Cloud Console

1. Go to BigQuery by visiting: https://console.cloud.google.com/bigquery.
2. Select the dataset from Resources.
3. Click SHARING near the right side of the window and select Permissions.
4. Review each attached role.
5. Click the delete icon for each member allUsers or allAuthenticatedUsers. On the popup click Remove.

From Google Cloud CLI

List the name of all datasets.

        bq ls

Retrieve the data set details:

        bq show --format=prettyjson PROJECT_ID:DATASET_NAME > PATH_TO_FILE

In the access section of the JSON file, update the dataset information to remove all roles containing allUsers or allAuthenticatedUsers.

Update the dataset:

        bq update --source PATH_TO_FILE PROJECT_ID:DATASET_NAME