Fresh 34+ Lock For Sliding Closet Doors. You may consider purchasing a safe in order to maintain a sense of security and privacy when you are trying to prevent older people from accessing your belongings. I went to a couple of hardware stores, but could not come up with anything. A wide variety of lock for sliding closet door options are available to you, such as usage, material. A closet in one of our bedrooms has sliding double doors.