According to the ancient Jewish historian Josephus, the Essenes, an ascetic sect living in Qumran, wrote the Dead Sea Scrolls. But Josephus is far from reliable.
Read more on Bible History Daily: http://www.biblicalarchaeology.org/daily/biblical-artifacts/dead-sea-scrolls/josephus-on-the-essenes/