A Microsoft Kinect Sensor is a combination of an RGB camera, an infrared camera, and a microphone array. It can detect human skeletons with joint positions. In addition, it also provides voice recognition function. In this thesis, we use the Kinect sensors to construct a personal security system, which can instantly detect the hostile actions of others and alert the user to these dangers.