diff --git a/providers/monitor.rb b/providers/monitor.rb
index f438e226..493a562d 100644
--- a/providers/monitor.rb
+++ b/providers/monitor.rb
@@ -23,6 +23,7 @@ def whyrun_supported?
       :instances   => new_resource.instances
     )
     cookbook new_resource.cookbook
+    sensitive true if Chef::Resource.instance_methods(false).include?(:sensitive)
     notifies :restart, 'service[datadog-agent]', :delayed if node['datadog']['agent_start']
   end
 
@@ -36,6 +37,7 @@ def whyrun_supported?
   Chef::Log.debug "Removing #{new_resource.name} from #{confd_dir}"
   file ::File.join(confd_dir, "#{new_resource.name}.yaml") do
     action :delete
+    sensitive true if Chef::Resource.instance_methods(false).include?(:sensitive)
     notifies :restart, 'service[datadog-agent]', :delayed if node['datadog']['agent_start']
   end
 
diff --git a/recipes/dd-agent.rb b/recipes/dd-agent.rb
index f8fcbfc4..970bb4c8 100644
--- a/recipes/dd-agent.rb
+++ b/recipes/dd-agent.rb
@@ -63,6 +63,7 @@
     :api_key => node['datadog']['api_key'],
     :dd_url => node['datadog']['url']
   )
+  sensitive true if Chef::Resource.instance_methods(false).include?(:sensitive)
 end
 
 # Common configuration