Bank of America Corporation

Benjamin John Ansell

Ra Uf Ridzuan Bin Ma Arof

Min Cao

Pallavi Yerra

Hemant Meenanath Patil

Yuvraj Singh

Kaushik Mitra Chowdhury

An apparatus includes a memory and a processor. The memory stores descriptions of known vulnerabilities and information generated by a monitoring subsystem. Each description of a known vulnerability identifies software components that are associated with the known vulnerability. The monitoring subsystem monitors software programs that are installed within a computer system. The information includes descriptions of issues that are associated with the software programs. The processor generates a set of mappings, based on a comparison between the text describing the known software vulnerabilities and the text describing the issues. Each mapping associates a software program that is associated with an issue with a known software vulnerability. The processor also uses a machine learning algorithm to predict that a given software program is associated with a particular software vulnerability. In response to predicting that the given software program is associated with the particular software vulnerability, the processor generates an alert.

Growing community of inventors

Basingstoke, United Kingdom

Benjamin John Ansell