I've NEVER had Privoxy "crash" on me and I've used it pretty much non-stop for almost two years now, upgrading it along the way.
The first thing I did was setup an adblocking host file. Unfortunately that's a bit high on the crude-o-meter and in this case the hosts file seemed unable to block stuff that quite clearly was present in the file.