  By using the probability approach (the Malliavin calculus), we prove the
existence of smooth fundamental solutions for degenerate kinetic Fokker-Planck
equation with anisotropic nonlocal dissipativity, where the dissipative term is
the generator of an anisotropic L\'evy process and the drift term is allowed to
be cubic growth.
