I started recently to read the book
Network Intrusion Detection which is very good so far, although I am still at the beginning. You can find it at
Amazon.
Another book which was recommended to me but which I haven't get yet is
The Tao of Network Security Monitoring: Beyond Intrusion Detection which can also be found on
Amazon.