To change the rules? It's possible. They would only need 3 defections. Murkowkski+Collins+other.
The impression I get every time this comes up is that senators in general really like the filibuster (makes them more important individually), don't want it removed, and resent the pressure from external sources to get rid of it. This is probably generational.