"We strongly condemn cowardly attack on innocent people in Punjab," Kejriwal tweeted.
"We are with the people of Punjab and hope that culprits would soon be nabbed," Kejriwal added.
Four heavily armed terrorists wearing army uniform today went on a rampage attacking a bus and a police station complex, leaving five persons, including a policeman, dead and several injured in Gurdaspur district bordering Pakistan.