diff --git a/ssl/d1_lib.c b/ssl/d1_lib.c
index 087d6d2..a6f0632 100644
--- a/ssl/d1_lib.c
+++ b/ssl/d1_lib.c
@@ -872,8 +872,11 @@
      */
     SSL_set_options(s, SSL_OP_COOKIE_EXCHANGE);
 
-    /* Put us into the "init" state so that we don't get our state cleared */
-    ossl_statem_set_in_init(s, 1);
+    /*
+     * Tell the state machine that we've done the initial hello verify
+     * exchange
+     */
+    ossl_statem_set_hello_verify_done(s);
 
     if(BIO_dgram_get_peer(rbio, client) <= 0) {
         SSLerr(SSL_F_DTLS1_LISTEN, ERR_R_INTERNAL_ERROR);