Mr. Sharma was suspended from the police department in August 2008 for his accused links with underworld Dawood Ibrahim. However, the charges were dropped because he was found not guilty. He was again arrested in 2010 for the case of a fake encounter with gangster Lakhan Bhaiya in 2006. Sharma was acquitted by the court on July 5, 2013, in a trial in a sessions court.