diff --git a/CredScanSuppressions.json b/CredScanSuppressions.json
new file mode 100644
index 00000000000..a3e8d541856
--- /dev/null
+++ b/CredScanSuppressions.json
@@ -0,0 +1,13 @@
+{
+    "tool": "Credential Scanner",
+    "suppressions": [
+        {
+            "file": "src\\test\\datascience\\serverConfigFiles\\jkey.key",
+            "_justification": "Key file used for testing purposes, it is not a key relating to anything real"
+        },
+        {
+            "file": "src\\test\\datascience\\serverConfigFiles\\remotePassword.py",
+            "_justification": "The secret in this file used here for testing."
+        }
+    ]
+}
diff --git a/src/test/datascience/serverConfigFiles/jkey.key b/src/test/datascience/serverConfigFiles/jkey.key
index 370a3c5da27..e5241ca1838 100644
--- a/src/test/datascience/serverConfigFiles/jkey.key
+++ b/src/test/datascience/serverConfigFiles/jkey.key
@@ -1,3 +1,4 @@
+[SuppressMessage("Microsoft.Security", "CS002:SecretInNextLine", Justification="[Used for Testing]")]
 -----BEGIN PRIVATE KEY-----
 MIIEvQIBADANBgkqhkiG9w0BAQEFAASCBKcwggSjAgEAAoIBAQCqRHBDELz8EsN1
 5eHKrdo8GpMwwW0QeXcVvklVIRp8j3OiJnuB4qD9XId/jqo1Z7LZ3tlipN2w56U0
diff --git a/src/test/datascience/serverConfigFiles/remotePassword.py b/src/test/datascience/serverConfigFiles/remotePassword.py
index a79b7d19256..2a217d0b73f 100644
--- a/src/test/datascience/serverConfigFiles/remotePassword.py
+++ b/src/test/datascience/serverConfigFiles/remotePassword.py
@@ -2,5 +2,5 @@
 c.NotebookApp.port = 9799
 c.NotebookApp.open_browser = False
 # Python
+#[SuppressMessage("Microsoft.Security", "CS002:SecretInNextLine", Justification="[Used for testing]")]
 c.NotebookApp.password = "sha1:74182e119a7b:e1b98bbba98f9ada3fd714eda9652437e80082e2"
-