Is it possible to delete purchased iTunes movies from my account?

Hi,

I wish to permently delete a few movies I have purchased over the last few years, so that myself or family cannot play them or retrieve them, but would need to re-purchase them afresh if required.

Is that possible?

I am not talking about deleting from the hard drive, I have done that, and I also know that I can hide items - but I am looking to remove the items from my account to prevent downloading from the account and playing them.

Any knowledgeable person know please?

Thanks