A statement by NDS said at least four suspected militants were arrested in connection to the attack plot.
The statement further added that the suspected militants were arrested during an operation from the 8th police district of Kabul city.
It also added that the coordinated attack was plotted by Peshawar Shura of the Taliban militants group.
The suspects were identified as Obaidullah son of Abdul Hanif, Zia-ur-Rehman son of Ghulam Mustafa, Ajmal son of Esmat Khan and Sharifullah son of Qasim Khan, the statement added.
NDS also added that the supects were trained by Taliban’s shadow deputy provincial governor for Kabul Qari Ishaq on the other side of Durand Line and were deployed to the city for the attack.
Afghan intelligence operatives confiscated a suicide bombing vest, 5 magnetic bombs, some explosives capsules and 7 sets of mobile phones from the suspects, NDS said.
The anti-government armed militant groups have not commented regarding the report so far.