News 12 obtained exclusive video that shows the man throwing seven bricks at the victim.
The attack happened near East 94th Street and Avenue J on Dec. 30, just after midnight.
Authorities say the 67-year-old was hit in the arm. He denied medical attention at the scene.
The suspect ran from the scene, traveling northbound on East 94th Street.