Women is an inside society part and her security is the essential and to a great degree critical concern for the society, in present years many cases has been reported against women harassment. The only question arises is will they be able to move free on the road without having any worry about their safety. In this situation the main purpose is to design a system which will provide security to women from issues of women harassment. This paper serves a purpose which will provide security to women, it consists of IOT based smart band which is implemented using machine learning techniques. The device consists of sensors and GPS module which is integrated with Arduino UNO board. In this the GPS module will send notification to the family member about the current location of the victim which will provide more security to the women. © BEIESP.