The deal was announced Saturday, about an hour before the Bills opened a three-day rookie minicamp.
Brown was drafted with the 73rd pick out of Louisville. Brown was a three-year starter and had a career-best 4 1/2 sacks last season.
He becomes the fourth of Buffalo's seven picks to sign.
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