if you don't have a vise available (like me), you can always secure the sandpaper and move the knife across the paper instead of vice versa.
Like this:
http://farm9.staticflickr.com/8460/8064837839_b164857e9b_c.jpg
no vise? use a phonebook or a dictionary.
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