Detecting SSH tunnels

July 1, 2008 – 6:34 AM

Italian researchers have published a paper on the Detection of Encrypted Tunnels across Network Boundaries. I came across it in a google search because I’ve been thinking of writing a program which does something similar. It doesn’t seem like anyone else has picked up on this research yet so I thought I should mention it.

They claim their technique can differentiate between “normal” ssh or scp sessions and ssh sessions which are being used to tunnel traffic (through ssh’s port forwarding mechanism). This is accomplished through a naive Bayes classifier, which they first trained with “normal” ssh sessions. The two variables used to classify a session are the size of the packets and the difference in arrival time of two consecutive packets. With just these, they can classify with 99% accuracy whether an ssh session is a tunnel. They were also able to classify the actual protocol (P2P, POP, SMTP, HTTP) of the tunneled connection with close to 90% accuracy.

Although their research is quite interesting there are a few things which limit its practicality. They can only detect tunnels going through ssh servers which they control. This is because their detection mechanism can only handle a single authentication type whereas an ssh server can (and usually does) allow multiple (e.g. public-key or password). This requires admins of the server to limit the allowed authentication options to a single consistent choice. They also require the ssh server _and_ client to disable compression. Their technique will also falsely classify a second login attempt (after a failed login) as a tunnel and drop the connection. In their words: “However, this should not be a major problem: simply, if the user is entitled to connect, they will try again.”

So it seems the use of a tool like this would be limited to an extremely controlled environment where users are limited to a white-list set of network protocols (so that they can’t use a different tunneling mechanism, stunnel for example) and only allowed to ssh to servers under the control of the censoring party. In which case you would wonder why the admin wouldn’t just set the ssh servers’ AllowTcpForwarding option to false.


You must be logged in to post a comment.