Bank of America Corporation
SYSTEMS FOR REAL-TIME EVENT MANIPULATION PREVENTION THROUGH ARTIFICIAL INTELLIGENCE-ASSISTED QUANTUM COMPUTING

Abstract:

Real-time prevention of computerized event manipulation through the use of Artificial Intelligence (AI)-assisted quantum computing. As a result of the real-time processing, determine, at the time when an event is requested, if the event is being manipulated (or likely is being manipulated) and/or is part of a manipulation scheme/pattern and, if so, prevent the event from being initiated. A classical computing platform analyzes a batch of historical events using AI including one or more Machine Learning (ML) classification algorithms to result in a manipulation indicator for each of the historical events. A quantum computing platform transform/convert each of the historical events in the batch to a qubit sequence based on attributes associated with the events. The qubits in the qubit sequence are then entangled with qubits of a primary qubit sequence and maintained within a quantum environment as an entangled list. When an event is requested attributes associated with the pending event are communicated to the quantum computing platform, which transforms/converts the pending event to the primary qubit sequence based on the attributes associated with the pending event.