diff --git a/tensorflow/core/kernels/sdca_internal.cc b/tensorflow/core/kernels/sdca_internal.cc
index 2bb2c0d91e9..cbc754af0e9 100644
--- a/tensorflow/core/kernels/sdca_internal.cc
+++ b/tensorflow/core/kernels/sdca_internal.cc
@@ -310,7 +310,10 @@ Status Examples::SampleAdaptiveProbabilities(
 
 void Examples::RandomShuffle() {
   std::iota(sampled_index_.begin(), sampled_index_.end(), 0);
-  std::random_shuffle(sampled_index_.begin(), sampled_index_.end());
+
+  std::random_device rd;
+  std::mt19937 rng(rd());
+  std::shuffle(sampled_index_.begin(), sampled_index_.end(), rng);
 }
 
 // TODO(sibyl-Aix6ihai): Refactor/shorten this function.