Even this isn't enough. Sometimes mutually untrusted parties must exchange data (say you're running a trading platform, or a social network). You have to ensure every point of interaction between such parties is immune to timing attacks.
In theory, yes. But getting statistically meaningful data on sub-ms timing variations on a jittery connection with both round trip and jitter orders of magnitudes larger is hard... it would be a very, very slow attack and probably impractical in most cases.