In a letter written last month, Shinde told the Chief Ministers to ensure a review through a multi-disciplinary committee each of the case where the accused is in jail for a long time without trial or allegedly arrested wrongly.
The move came after two earlier letters written by the Home Minister to Chief Ministers to set up screening or advisory committees to review cases of minority youths languishing in jails.
Earlier, Shinde had asked Chief Ministers to ensure that no innocent minority youth is wrongfully detained in the name of terror.
He had conveyed to Chief Ministers to be careful while arresting youth of minority community.
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Last September, Shinde had said the Centre had received various representations on alleged harassment of innocent Muslim youth by law enforcement agencies.
"Some of the minority youth have started feeling that they are deliberately targeted and deprived of their basic rights," he had written and emphasised that the government is committed to its core principle of combating terrorism in every form and manifestation.
In May 2013, the Centre had set up 39 special courts under the NIA Act to take up terror-related cases.