US 12,387,570 B2
Artificial intelligence (AI)-based security systems for monitoring and securing physical locations
George Anthony Albero, Charlotte, NC (US); Nathalie Elizabeth Conley, Jacksonville, FL (US); Elizabeth Jordan Knight, Clover, SC (US); Lauren Thanh Nguyen-Lo, Houston, TX (US); and Robert Jon Armstrong, Charlotte, NC (US)
Assigned to Bank of America Corporation, Charlotte, NC (US)
Filed by Bank of America Corporation, Charlotte, NC (US)
Filed on Jun. 23, 2021, as Appl. No. 17/355,706.
Prior Publication US 2022/0415138 A1, Dec. 29, 2022
Int. Cl. G07F 19/00 (2006.01); G01N 21/3504 (2014.01); G06N 5/01 (2023.01); G06N 20/10 (2019.01)
CPC G07F 19/207 (2013.01) [G01N 21/3504 (2013.01); G06N 5/01 (2023.01); G06N 20/10 (2019.01)] 18 Claims
OG exemplary drawing
 
1. An artificial intelligence (AI)-based system for monitoring and securing a retail banking physical location based on measurements of gas concentrations, the system comprising:
one or more gas sensors installed near an entrance of the retail banking physical location for measuring gas concentrations of a plurality of target gases at the retail banking physical location at a plurality of times;
a locking mechanism of a door at the entrance of the retail banking physical location;
an electronic monitoring platform communicatively coupled to the one or more gas sensors, the electronic monitoring platform comprising:
at least one processor;
a communication interface communicatively coupled to the at least one processor; and
memory storing computer-readable instructions that, when executed by the at least one processor, cause the electronic monitoring platform to:
receive, via the communication interface and from the one or more gas sensors, measurements of gas concentrations of the plurality of target gases at the plurality of times;
train, based on the gas concentrations at the plurality of times, an AI model of gas concentrations of the plurality of target gases;
predict, based on the AI model, gas concentrations of the plurality of target gases for a time T1;
receive, from the one or more gas sensors and for the time T1, a second measurement of gas concentrations of the plurality of target gases;
determine, based on the predicted gas concentrations and the second measurement, that a gas concentration of a target gas for the time T1 is anomalous; and
based on the determining:
send, via the communication interface, a notification to the locking mechanism of the door, wherein the locking mechanism of the door is configured to lock the door based on receiving the notification;
send, via the communication interface, a second notification to a locking mechanism of a vault at the retail banking physical location, wherein the locking mechanism of the vault is configured to lock the vault based on receiving second the notification; and
send, via the communication interface and to a computing device, an alert notification.