A. Check if the videos are in the 'Recently Deleted' folder in the Photos app. Open Photos, go to Albums, and find 'Recently Deleted' to recover any deleted videos within 30 days.
B. Regularly back up your projects to iCloud or your computer to prevent loss. Go to Settings > [your name] > iCloud > iCloud Backup and enable it.