While the age of knowledge economy and the trend of globalization comes, it goes along with new social issues such as poverty gap, non-standard employment, structural unemployment, ect. As time changes, these social issues added new elements on poverty, so the poor people aredivided into two different types: the old poor and the new poor. The former refers tofalling down below the poverty line because of demographic characteristics such as the aged, children, and the disabled. The other refers to the change of the poor, especially the minor group. In Taiwan, the government carried out social policies in order to alleviating the problems of poverty. The social security system created by the government helps the poor to come off poverty, not to fall down the circle of poverty. However, the existed social security system were facing the difficulty due to increase of the new poor. The government took the measures to response to the social change. One of the measure is “Working Earning Supply System (工作所得補助方案 )”. It’s a short-term program for helping the working poor living above the poverty line to maintain basic living standard and consumption power. The other is a long-term anti-poverty program based on asset-based welfare theory. This program uses empowerment perspective and strength perspective to help the new poor. The government should notice the trend of social change on making poverty policy, and carry out the right measures to solve social problems of poverty.