The deceased person has been identified as one Nurul Islam.
The incident took place on Tuesday night after Islam and one more person were arrested from a Silchar-Guwahati train at Badarpur Railway Station.
The operation was carried out by Badarpur police and Border Security Force (BSF).
5 revolvers were also recovered from the duo.