According to witnesses, the blast happened near one of the security offices in the ninth district of the city.
The Afghan interior ministry has also confirmed the attack, saying it was due to an electromagnetic bomb sticking to a car and a person was also killed
Some other witnesses said that explosion was caused by a bomb-laden car.
Earlier on Monday, a suicide attack in the city of Kabul killed 4 people and injured 90 more.
The attack which happened due to the explosion of a bomb-laden car has also inflicted heavy damage to scores of houses, he noted.