Abstract: A security tool includes a vulnerability classifier for classifying vulnerabilities based on an assessment report, an exploitability classifier for determining an exploitability level for a vulnerability of a list of vulnerabilities of the assessment report based on data of an intelligence feed, a risk classifier for calculating an overall risk level for a computer application associated with the vulnerability of the list of vulnerabilities based on an impact score for the computer application, and a remediation prioritizer to determine an order of remediation for the computer application and to generate a remediation prioritization report including the order of remediation.

Abstract: A method may include obtaining internal vulnerability data and external vulnerability data regarding various security vulnerabilities among various network elements for a predetermined organization. The method may include determining various exploitability levels for the security vulnerabilities using a model, the external vulnerability data, and the internal vulnerability data. The model may be generated using a machine-learning algorithm. The method may include determining a vulnerability priority for the plurality of security vulnerabilities using the plurality of exploitability levels and organization-specific criteria. The vulnerability priority may describe a sequence that the security vulnerabilities are remediated. The method may further include transmitting a remediation command to one of the network elements. The remediation command may initiate a remediation procedure at the network element to address the security vulnerability.

Abstract: A method may include obtaining internal vulnerability data and external vulnerability data regarding various security vulnerabilities among various network elements for a predetermined organization. The method may include determining various exploitability levels for the security vulnerabilities using a model, the external vulnerability data, and the internal vulnerability data. The model may be generated using a machine-learning algorithm. The method may include determining a vulnerability priority for the plurality of security vulnerabilities using the plurality of exploitability levels and organization-specific criteria. The vulnerability priority may describe a sequence that the security vulnerabilities are remediated. The method may further include transmitting a remediation command to one of the network elements. The remediation command may initiate a remediation procedure at the network element to address the security vulnerability.