The former chief of one of the country’s largest local law enforcement agencies was arrested Wednesday on charges he attacked a man suspected of breaking into the officer’s sports utility vehicle and stealing a duffel bag.

Former Suffolk County Police Chief James Burke was taken into custody by federal agents at his Long Island home for allegedly violating the man’s rights by assaulting him and of conspiring to cover it up.