Hi Tineke, you can't password protect an image gallery directly but you can password protect a Folder. If the image gallery is already in a folder you can click Edit next to that folder, tick the box, and enter a password in there and click Save. If not, you can create a new Folder with a password then move the Image Gallery into that folder.
Hope that helps! :D
Have a great afternoon :D
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