You may have deleted some data from the flash drive by accident or face data loss due to virus attack or corrupted files. You can easily recover data from lost flash drive by following the methods given below. Many recovery software are available on the internet for data recovery.
Recovering data using Windows Backup:
Recovering lost data from Flash Drive using software:
Recovering data from Command Prompt: