Good idea. I did that for a while. I don't have much bench space so I use countersunk inserts in my bench top. They are flush so I still have a nice work surface when I take my press off. There are a variety of sizes. Mine take 1/4-20 machine screws. The press is rock solid when mounted.
lowes and HD have these guys:
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