The hour-long meeting, also attended by NSA Ajit Doval and senior Home Ministry officials, apprised the Muslim clerics about activities of the Middle-East terrorist group and its efforts to attract Indian youth to its fold.
The Home Minister sought the cooperation of the clerics, who offered all help to the government in this regard, official sources said.
The issues that were discussed included misuse of social media, sources of impetus that attract persons, specially youth, to ISIS, the growth of ISIS influence in India's neighbourhood and the best possible law enforcement response.
The need for appropriate welfare schemes for minorities, social media strategies to be followed, especially in the area of information technology were also discussed threadbare.
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In his remarks, the Home Minister said India's traditions and family values will overcome such nefarious designs of terrorist groups and that while the traction that ISIS has got in India is extremely limited, and almost insignificant in comparison to other countries, there is a need to keep up vigil on all fronts, and not let down the guard in any manner.
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Singh had reviewed the situation arising out of some Indian youths getting attracted towards ISIS on several occasions in the past and how to deal with the challenge.
The Home Minister had also said a large number of people and most Muslim organisations in India had come out against both ISIS and other forms of terrorism.
According to Indian intelligence agencies, a total of 23 Indians have so far joined the ISIS of whom six were reportedly killed in different incidents in Iraq-Syria.
The dead were identified as Athif Vaseem Mohammad (Adilabad, Telangana), Mohammad Umar Subhan (Bengaluru), Maulana Abdul Kadir Sultan Armar (Bhatkal, Karnataka), Saheem Farooque Tanki (Thane), Faiz Masood (Bengaluru) and Mohammad Sajid alias Bada Sajid (Azamgarh, Uttar Pradesh).
Around 150 Indians are under surveillance for their alleged online links with ISIS.
As many as 30 other Indians, who were radicalised by ISIS elements, were prevented from travelling to the conflict zone in the Middle-East.
Among those who are currently fighting for ISIS include two youths from Kalyan near Mumbai, an Australia-based Kashmiri, one youth from Telangana, one from Karnataka, one Oman-based Indian and another Singapore-based Indian.