Bank of America Corporation

Mark Earl Brubaker

Rachel Yun Kim Bierner

Cora Yan Quon

Brandon Sloane

John H Kling

Regina Yee Cadavid

Brian Diederich

Ronald James Kuhlmeier

John Brian Costello

Tracie Buffington Wescott

Armen Moloian

Elisabeth Loeber Shore

Jason T Yeung

Systems, computer program products, and methods are described herein for real-time imitation network generation using artificial intelligence. The present invention is configured to electronically receive, from a computing device of a user, a real dataset; initiate one or more machine learning algorithms on the real dataset; determine, using the one or more machine learning algorithms, one or more data distribution parameters associated with the real dataset; electronically receive, from the computing device of the user, a first shift parameter; skew the one or more data distribution parameters using the first shift parameter to generate one or more skewed data distribution parameters; and generate, using the one or more machine learning algorithms, an imitation dataset using the one or more skewed data distribution parameters.

System for real-time imitation network generation using artificial intelligence

Systems, computer program products, and methods are described herein for identifying, tagging, and monitoring data flow in a system environment. The present invention may be configured to receive data sets generated by applications for storage in data structures, generate unique identifiers for the data sets, and add the unique identifiers to the data sets. The present invention may be further configured to monitor, based on the unique identifiers, access to and movement of the data sets, generate, based on monitoring the access to and the movement of the data sets, flow data, and generate, based on the flow data, a data flow model. The present invention may be further configured to provide, to a user device, a graphical user interface for display by the user device, where the graphical user interface includes information based on the data flow model.

System for identifying, tagging, and monitoring data flow in a system environment

The invention relates to a resource landscape system that allows users to identify issues with elements within the organization and implement changes to the elements utilizing a relational database that utilizes nodes for defining the elements and relationships between the elements. The resource landscape system and applications therein provide a holistic inventory of resources, threat vectors, controls, metrics, policies, rules, and/or the like. The resource landscape system may be implemented through one or more interfaces that allows users to view cross-references of the elements, identify the priority of the elements using the crossed-references, and/or identify element issues in the elements of the organization that could results in threats to the organization. Moreover, the invention allows for receiving changes to one or more of the elements and automatically updating the cross-references of the elements, the priority of the elements, and/or the element issues.

Integrated resource landscape system

The invention provides an interconnected graph database system, method and computer program product structured for identifying and remediating conflicts in resource deployment. In some embodiments, the present invention is configured to identify a source node of a plurality of first nodes of a first graph database system. The source node is typically associated with a first information technology operational activity. In addition, the present invention is configured for determining a lateral relationship between the source node of the first graph database system and a target node of a plurality of second nodes of a second graph database system. Moreover, the present invention is configured for determining that the lateral relationship between the source node and the target node comprises a conflict, and in response, blocking initiation of the first information technology operational activity.

Interconnected graph structured database for identifying and remediating conflicts in resource deployment

The present disclosure is directed to a novel system for a multidimensional (or 'N-dimensional') services framework. The framework may be used to evaluate the efficiency and effectiveness of various services along multiple dimensions which may be specified by the system or be added to the framework in the future. By evaluating the various possibilities and opportunities to modify the services as the services reach varying levels of maturity, the services may be compared with one another to establish the relational impacts among the services tracked by the system. Through the use of the N-dimensional framework, an entity may be better able to prioritize resources allocated toward the enhancement of certain evaluated services.

System for optimizing resource prioritization based on services efficiency

A system for identifying anomalies in an information system is typically configured for: collecting information regarding a hierarchy of capabilities, a hierarchy of resources, capability instances, and resource instances of the information system; storing, in a graph database, nodes corresponding to the hierarchy of capabilities, hierarchy of resources, capability instances, and resource instances; collecting information regarding relationships among the hierarchy of capabilities, hierarchy of resources, capability instances, and resource instances; defining, in the graph database, edges corresponding to the relationships among the hierarchy of capabilities, hierarchy of resources, capability instances, and resource instances; collecting event and/or state data for the information system; comparing the event and/or state data to the graph database and determining that an event and/or state is anomalous; and, in response to determining that the event and/or state is anomalous, taking an information security action.

System for identifying anomalies in an information system

Systems, computer program products, and methods are described herein for a model framework and system for cyber security services. The present invention is configured to determine one or more access paths to the internal computing device from an external computing device; determine one or more controls associated with each access path; determine one or more types of access that may be made via one or more of the access paths by the external computing device to access the internal computing device; determine whether the one or more controls associated with the at least one of the one or more access paths is capable of detecting the access; determine one or more tools configured to regulate the one or more controls; and incorporate the one or more tools within the network to regulate the one or more controls to detect and monitor the access.

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Simi Valley, CA, United States of America

Mark Earl Brubaker