18387461. Deepfake Detection System (Bank of America Corporation)
Deepfake Detection System
Organization Name
Inventor(s)
Dylan Bellinger of Charlotte NC US
Sanjay Lohar of Charlotte NC US
Kyle Mayers of Charlotte NC US
Amado Martinez Suarez of Charlotte NC US
Rachel Howze of Charlotte NC US
Deepfake Detection System
This abstract first appeared for US patent application 18387461 titled 'Deepfake Detection System
Original Abstract Submitted
Various aspects of the disclosure relate to automated monitoring of content associated with an individual for indicators that the content may be a deepfake. A deepfake analysis training device trains artificial intelligence-based models based on validated content associated with one or more profiles. Each profile is associated with an individual. A deepfake analysis engine may be installed on computing devices to monitor access to content (e.g., multimedia content) for deepfakes associated with the one or more profiles, as configured. The deepfake analysis engine may be stand-alone application, an application extension, or may be integrated into third-party applications via application programming interface functions. Analyzed content is assigned a likelihood score that is compared to threshold values that indicates a likelihood that the content is a deepfake. When identified, deepfake content initiates an alert generation and/or blocking of the content otherwise the content is presented to a user.