The monk, identified by his Buddhist name, the Venerable Sambo, was taken to a hospital and his condition was not life-threatening, Lee said.
She said the monk left a note written in blood that read, "The government of (President) Lee Myung-bak should stop oppressing Buddhism."
Many Buddhists have accused Lee of favoring Christianity over their religion and filling most of his Cabinet and top presidential posts with other Christians.