diff --git a/quinn-proto/Cargo.toml b/quinn-proto/Cargo.toml
index 2e36b4a34..f53043837 100644
--- a/quinn-proto/Cargo.toml
+++ b/quinn-proto/Cargo.toml
@@ -26,7 +26,7 @@ constant_time_eq = "0.1"
 failure = "0.1"
 fnv = "1.0.6"
 lazy_static = "1"
-rand = "0.5"
+rand = "0.6"
 ring = "0.13"
 rustls = { version = "0.14", features = ["quic"] }
 slab = "0.4"
diff --git a/quinn-proto/src/endpoint.rs b/quinn-proto/src/endpoint.rs
index 06e156654..877299352 100644
--- a/quinn-proto/src/endpoint.rs
+++ b/quinn-proto/src/endpoint.rs
@@ -6,7 +6,7 @@ use std::{cmp, io};
 use bytes::{Bytes, BytesMut};
 use fnv::{FnvHashMap, FnvHashSet};
 use rand::distributions::Distribution;
-use rand::{distributions, OsRng, Rng, RngCore};
+use rand::{distributions, rngs::OsRng, Rng, RngCore};
 use slab::Slab;
 use slog::{self, Logger};