You can add a patch to the block list (blacklist) on the Device Details page or Software page using the Actions drop-down list to the right of the patch in question.

On the Device Details page, the list of software and patches are shown at the bottom of the page: 

On the Software page, the Action drop-down list can also be used to Ignore, Defer, and Patch Immediately:

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