Cyber expert Matt Van Bibber presented video footage purportedly showing Maricopa County Election Database Administrator Brian Ramirez being granted unauthorized entry to the server room on multiple occasions and deleting election files from the elections management server in 2021, during the state Senate audit of the county. The time of the video footage matches with the time that the files were deleted from the logs.