Police in New York are searching for a man who attacked a young mother pushing a baby stroller, attempting to rape her.

NBC News reports that a 20-year-old woman was walking with her baby in a stroller in Eastchester, New York, when the suspect came up behind her, pushed her to the ground, the shoved the baby carriage away before sexually assaulting her.

The man reportedly tried kissing the woman and grabbed her breasts, and was trying to take her pants off when a pedestrian spotted the attack and intervened. The suspect then ran away down Rombouts Avenue towards Givan Avenue.

The suspect is still at large, but was captured on a surveillance camera. He reportedly appears to be about 31 years old, 5’7″, and has long, curly black hair.

The woman and the baby were unharmed.

Anyone with information is urged to call 1-800-577-TIPS.