Protocol vulnerabilities in network devices are detected using a modular fuzzy analysis of the vulnerabilities.The network protocol vulnerability discovery framework is described with an optimized data generation principle and target monitoring methods.Tests of the framework on gateway with RTSP(real time streaming protocol) identified 31 unpublished vulnerabilities.Thus,this fuzzy test framework can be used to effectively identify network device protocol vulnerabilities.