Frozen caliper slider pins.

Unscrew the pins from the caliper (mounting bolts) and I'll bet they're a PITA to remove. Sand down the rust, regrease with hightemp stuff, clean out the holes with brake cleaner and pipe cleaners, and you're good to go.