The take ownership link works for me, but it doesn't matter.
If we're talking about a flash drive and not an external hard drive what I wrote above doesn't apply. However, the correct way to remove ReadyBoost is to right-click on the drive letter for this drive, select Properties and go to the ReadyBoost tab. Choose 'Do not use this device'