The cadres were nabbed while they were trying to flee into the forests under Gangalur police station limits last evening, Bijapur Deputy Superintendent of Police Sukhnandan Rathore said.
A team of local police was on a combing operation in the Gangalur area, around 450 kms away from here, when it spotted the rebels in Peddapara village.
Those nabbed were identified as Punem Aytu (29) and Paiku Punem (35), active members of Gangalur area committee, he said.
During interrogation, the duo admitted of being involved in several incidents of crime, including arson and murder in the region, he added.