US 12,475,404 B1
Monitoring, forecasting, and detecting compromised communications using quantum computing and artificial intelligence
Manu Kurian, Dallas, TX (US); Jabir Mahammad, Tolichowki Hyderabad (IN); Michael G. Horstman, Chicago, IL (US); and Sasikumar Purushothaman, Frisco, TX (US)
Assigned to Bank of America Corporation, Charlotte, NC (US)
Filed by Bank of America Corporation, Charlotte, NC (US)
Filed on May 17, 2024, as Appl. No. 18/666,968.
Int. Cl. G06N 10/70 (2022.01); G06N 10/60 (2022.01)
CPC G06N 10/70 (2022.01) [G06N 10/60 (2022.01)] 20 Claims
OG exemplary drawing
 
1. A method for detecting, monitoring and forecasting for compromised electronic communications in an electronic communication system, the method leveraging artificial intelligence (“AI”) and quantum computing, the method comprising:
monitoring electronic communications at a quantum gateway, the quantum gateway controlling the electronic communication system to monitor electronic communications;
generating, at the quantum gateway, a predictive analytic profile for each sender associated with an electronic communication previously received by the electronic communication system, the generating using a quantum predictor, the quantum predictor executing quantum predictive algorithms, the generating of the predictive analytic profiles comprising:
isolating, from a historical electronic communication database storing the electronic communications previously received by the electronic communication system, electronic communications associated with each sender into individual data capsules, each data capsule being associated with a single sender;
identifying, from isolated electronic communications included in each data capsule, an electronic communication style for each sender, each electronic communication style comprising word choices, language preferences and composition techniques specific to each sender;
predicting the predictive analytic profile for each sender based on the identified electronic communication style; and
storing the predictive analytic profile for each sender at a memory location associated with the quantum gateway;
filtering out compromised electronic communications at the quantum gateway using a dynamic quantum filter, the dynamic quantum filter executing in parallel with an AI model, the dynamic quantum filter using a dynamic condition set, the dynamic condition set being based in part on an AI analysis of the electronic communications previously received by the electronic communication system, the filtering comprising:
in response to receiving an incoming electronic communication at the quantum gateway, inserting a quantum signature into the incoming electronic communication, the quantum signature being verifiable by a remote quantum processor; and
identifying a sender that sent the incoming electronic communication;
retrieving a predictive analytic profile associated with the identified sender;
comparing the incoming electronic communication with the retrieved predictive analytic profile;
assigning condition values to the incoming electronic communication based on the comparing, each condition value corresponding to a condition included in the dynamic condition set;
determining if the assigned condition values conform with the dynamic condition set; and
enabling receipt of the incoming electronic communication when the assigned condition values are determined conform with the dynamic condition set.