INTERNATIONAL BUSINESS MACHINES CORPORATION (20250095362). MACHINE LEARNING TO DETECT FAKE VIDEOS
MACHINE LEARNING TO DETECT FAKE VIDEOS
Organization Name
INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor(s)
Shaheer Jamal Syed of Stockholm SE
MACHINE LEARNING TO DETECT FAKE VIDEOS
This abstract first appeared for US patent application 20250095362 titled 'MACHINE LEARNING TO DETECT FAKE VIDEOS
Original Abstract Submitted
method and apparatus for detection of fake videos. a statement asserting that a video is fake is accessed. one or more characteristics of the statement is identified, where the one or more characteristics comprises at least one of source information for the video, source information for an reference video, or one or more timestamps in the video. consistency checks between audio and video of the video is performed. video features of the video is examined to detect modifications. overlapping clips between the video and the reference video is identified. the video is determined to be fake based at least in part on the one or more characteristics of the statement, the consistency checks, the video features, and the identified overlapping clips.