Clustering compliance activities and security vulnerability remediations

The method of claim Error! Reference source not found, further comprising:

• identifying clusters for the set of users,
• wherein the indication of which users, in the set of users, are assigned to which security vulnerabilities, in the set of security vulnerabilities, is further based on mapping the clusters for the set of users to the clusters for the set of security vulnerabilities.

The method of claim Error! Reference source not found, wherein the set of levels of effort comprise a set of amounts of time.

The method of claim Error! Reference source not found, further comprising:

• determining a corresponding set of due dates for the set of security vulnerabilities,
• wherein the corresponding set of due dates are provided to the machine learning model in order to generate the clusters.

The method of claim Error! Reference source not found, further comprising:

• transmitting, to the tracking system, a command to assign the set of data structures based on which users, in the set of users, are assigned to which security vulnerabilities in the set of security vulnerabilities.

The method of claim Error! Reference source not found, wherein the indication of the proposed change indicates a difference between expected man hours and actual man hours associated with remediating the set of security vulnerabilities.

The non-transitory computer-readable medium of claim Error! Reference source not found, wherein the one or more instructions, when executed by the one or more processors, further cause the device to:

• classify the set of compliance activities to determine a corresponding set of severity levels,
• wherein the corresponding set of severity levels are provided to the machine learning model in order to generate the clusters.

The non-transitory computer-readable medium of claim Error! Reference source not found, wherein the one or more instructions, when executed by the one or more processors, further cause the device to:

• train the machine learning model on unlabeled data,
• wherein the clusters are unlabeled.

The non-transitory computer-readable medium of claim Error! Reference source not found, wherein the one or more instructions, when executed by the one or more processors, further cause the device to:

• train the machine learning model on labeled data,
• wherein the clusters are labeled.

The non-transitory computer-readable medium of claim Error! Reference source not found, wherein the one or more instructions, that cause the device to determine the set of levels of effort, cause the device to:

• map each compliance activity, in the set of compliance activities, to a corresponding sequence of events in a log associated with historical compliance activities,
• wherein each compliance activity is associated with a corresponding level of effort, in the set of levels of effort, for the corresponding sequence of events.

The non-transitory computer-readable medium of claim Error! Reference source not found, wherein the set of levels of effort comprise a set of amounts of time.

The non-transitory computer-readable medium of claim Error! Reference source not found, wherein the indication of the proposed change indicates a difference between expected man hours and actual man hours associated with the set of compliance activities.