ABC7 New York reports that the dogs -- described as pit bulls -- charged the officers as they executed an arrest warrant in Cambria Heights early Monday.
The officers reportedly fired their weapons in self-defense, killing the animals.
According to ABC7, the officers were not injured, and three people were arrested.
Get more on this story from our sister station, WABC-TV.