Most websites claiming to host "private" celebrity videos are actually fronts for malware. Clicking "Play" or "Download" can trigger the installation of trojans, keyloggers, or spyware on your device.

If you're looking for information on a specific video, I can suggest some general tips on how to find what you're looking for: