When I go fishing, I have found that spinner baits attract them the best. They might also like live baits. Make sure you have the lures or minnows on an 8 to 12 pound test line for the best results possible. Striped bass are predatory fish so anything shiny or that moves will attract them.
Some lures for striped bass are Bombers, Mega Bait plugs, Mambo Minnow, Finnish minnow design, 3-½ oz Gibbs Danny Swimmer, and the 2 oz Gibbs Casting Swimmer. Others suggest Bunker chunks, clams, and mackerel chunks.