One small addition to the answer by vasekt:
The provided solution with the SocketFactoryRegistry works when using PoolingHttpClientConnectionManager.
However, connections via plain http don't work any longer then. You have to add a PlainConnectionSocketFactory for the http protocol additionally to make them work again:
Registry<ConnectionSocketFactory> socketFactoryRegistry =
RegistryBuilder.<ConnectionSocketFactory> create()
.register("https", sslsf)
.register("http", new PlainConnectionSocketFactory()).build();