I am not using the twitter river plugin, but I did had a similar
problem with a different twitter app.
It was caused by twitter's switch to ssl only( http to https urls)
https://dev.twitter.com/blog/streaming-api-turning-ssl-only-september-29th
The fix just required changing all the http urls to https urls for twitter.
Bowen