发明名称 ANOMALY DETECTION IN PROTOCOL PROCESSES
摘要 Systems, methods and transitory computer-readable storage media for constructing a loop free multicast tree. The methods include collecting data sample points to form a first data set, each of the data sample points representing a network feature variable, each network feature variable associated with a corresponding network feature, calculating a standard deviation and a mean value of the network feature variables for each network feature, performing normalization of the network feature variables to obtain normalized network feature variables, calculating, using the standard deviation and the mean value for each network feature, a probability value (p-value) for each normalized network feature variable, and determining if an anomaly exists with respect to each network feature based at least upon the p-value for each normalized network feature variable.
申请公布号 US2016149776(A1) 申请公布日期 2016.05.26
申请号 US201414551992 申请日期 2014.11.24
申请人 Cisco Technology, Inc. 发明人 Pani Ayaskant;Kulkarni Gautam Sanjiv
分类号 H04L12/26;G06F17/18 主分类号 H04L12/26
代理机构 代理人
主权项 1. A method comprising: collecting data sample points to form a first data set, each of the data sample points representing a network feature variable, each network feature variable associated with a corresponding network feature; calculating a standard deviation and a mean value of the network feature variables for each network feature; performing normalization of the network feature variables to obtain normalized network feature variables; calculating, using the standard deviation and the mean value for each network feature, a probability value (p-value) for each normalized network feature variable; and determining if an anomaly exists with respect to each network feature based at least upon the p-value for each normalized network feature variable.
地址 San Jose CA US