US 11,733,823 B2
Synthetic media detection and management of trust notifications thereof
Rolly Seth, Redmond, WA (US); and Nikita Viktorovich Sarychev, Redmond, WA (US)
Assigned to MICROSOFT TECHNOLOGY LICENSING, LLC, Redmond, WA (US)
Filed by Microsoft Technology Licensing, LLC, Redmond, WA (US)
Filed on May 19, 2021, as Appl. No. 17/324,574.
Prior Publication US 2022/0374105 A1, Nov. 24, 2022
Int. Cl. G06F 3/0481 (2022.01); G06T 7/11 (2017.01); G06N 20/00 (2019.01); G06F 3/04842 (2022.01); G06F 21/44 (2013.01); G06T 7/00 (2017.01)
CPC G06F 3/0481 (2013.01) [G06F 3/04842 (2013.01); G06F 21/44 (2013.01); G06N 20/00 (2019.01); G06T 7/0002 (2013.01); G06T 7/11 (2017.01); G06T 2200/24 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method comprising:
detecting a content portion of a slide-based template presented in a slide-based presentation service;
applying a trained artificial intelligence (AI) model that is adapted to generate a determination as to whether the content portion is synthetic media, where the trained AI model executes processing operations that comprise:
identifying a content type of the content portion,
segmenting the content portion into content chunks based on the content type,
selecting a second trained AI model from a plurality of trained AI models based on the content type, the second trained AI model trained to analyze data of the content type,
applying the second trained AI model to the content chunks, wherein the second trained AI model is trained to execute a contextual analysis of each of the content chunks, the contextual analysis comprising an analysis of each of the content chunks individually and a comparative analysis of each of the content chunks,
generating a confidence scoring metric indicating a likelihood that the content portion is synthetic media based on a result of the contextual analysis, and
generating the determination as to whether the content portion is synthetic media based on a result of analyzing the confidence scoring metric;
automatically generating a graphical user interface (GUI) notification that comprises the determination as to whether the content portion is synthetic media; and
automatically transmitting data for rendering the GUI notification to one or more host services including the slide-based presentation service.