Indesign updated to lastest patch? Now 11.4
You are using an older version of InDesign CC. Please update to InDesign CC 2015.4. Then, you can see 'Hide the Share and Embed options' in General tab of new Publish Online dialog.
:O Amazing, thanks all you've made my day