You can use free software to remove EXIF data from multiple pictures at once. We have mentioned some free tools that enable you to do so. You can use software like ImBatch or digiKam to remove all EXIF tags from a batch of photos simultaneously.  You can check out details on these software below. Besides that, you can also use ExifCleaner for removing EXIF tags from multiple images.