The actress' love life has been almost as headline-making as her career, amassing much media attention and tabloid speculation. Now, rumors of a budding romance with her "Naked Gun" co-star Liam Neeson have sparked interest in another possible chance at love for both parties.

Anderson has long been viewed as unlucky in love thanks to her publicly messy romances with ex-husbands and musicians, Tommy Lee and Kid Rock. Neeson tragically lost his wife, the late Natasha Richardson, in 2009 when she died from a traumatic brain injury from a skiing accident.