Lakshay Beriwal had claimed yesterday he was "assaulted and beaten up with a lathi" by on-duty CISF men when he entered the Shahdara station at about 8:45 am.
Officials in the security force said shift-incharge and Sub-Inspector Jitendra Kumar and Constable Birender Kumar have been suspended pending inquiry.
The action has been taken as the personnel allegedly did not follow the set procedure in case of confrontation with a passenger, the officials said.
What exactly happened and the role of the two CISF men are part of the departmental enquiry ordered against them, the official said.
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He added that the two men have "denied" the charges made against them by the passenger but they were "prima facie held guilty of procedural lapses."
He also posted few pictures on his Twitter handle and claimed they showed injuries he received on his body during the alleged assault.
"They (the CISF men) slapped me so hard and turned my face red. They snatched away my mobile to avoid any evidence. All the time they were abusing and using cuss words...
"Everything is recorded in the CCTV footage of metro station, how they dragged me to the room, how I came out of the room all beaten up and injured. You can also see all these in photos how inhumanely they beat me for their fun," Beriwal had claimed.
They said it could be seen in the footage that the two sides got into an argument but there was no physical assault seen.
"All that is subject matter of investigation now. The police too has registered a case," they said.
The CISF is taksed tasked with providing armed security to Delhi Metro operations.