The initiative comes after a 6-year-old girl was raped and murdered in Haryana's Uklana area recently.
Under the drive, field units have been asked to draw up special beats and appoint buddy pair to keep a watch in their beat.
Also, they will team up with NGOs, and volunteers from different organisations to make inhabitants aware of essential safety precautions against sexual predators.
"Field units have been asked to finalise expeditiously under-investigation cases of crimes again women, organise self-defence and awareness camps for girls, and collaborate actively with other stakeholders to further improve the safety standard in their area.
Singh noted that 97 per cent of rape cases reported in the first eleven months of 2017 have been worked out.
"25 per cent of these, one in four, have been found to be unsubstantiated after investigation. In an overwhelming number of cases, offenders have been found to be known to the victims," he said.
Prevention of such victimisation, Singh said, requires a multi-sectoral approach involving school, panchayats, NGOs and volunteers, urban and local bodies, women and child development, public relations and police department.
Talking about the efforts made in this regard, Singh said over 64,000 girls have been given self-defence training in the first 10 months of the ongoing year.
"Palwal has trained 15,900 girls, Gurugram 9185 and Panchkula 5300," he informed.
During the same period, over 57,000 calls were received on women helpline 1091, Singh said, adding that "2126 calls, which is 3.72 per cent of the total calls received, have been registered as FIRs".
"Stationed in villages, their job is to assist police in undertaking activities to prevent and take cognisance of instances of crime against women," he said.
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