diff --git a/core/src/main/scala/org/apache/spark/util/random/XORShiftRandom.scala b/core/src/main/scala/org/apache/spark/util/random/XORShiftRandom.scala
index af09e50a157ae..11aa9da83b9ed 100644
--- a/core/src/main/scala/org/apache/spark/util/random/XORShiftRandom.scala
+++ b/core/src/main/scala/org/apache/spark/util/random/XORShiftRandom.scala
@@ -60,7 +60,7 @@ private[spark] object XORShiftRandom {
   /** Hash seeds to have 0/1 bits throughout. */
   private[random] def hashSeed(seed: Long): Long = {
     val bytes = ByteBuffer.allocate(java.lang.Long.BYTES).putLong(seed).array()
-    val lowBits = MurmurHash3.bytesHash(bytes)
+    val lowBits = MurmurHash3.bytesHash(bytes, MurmurHash3.arraySeed)
     val highBits = MurmurHash3.bytesHash(bytes, lowBits)
     (highBits.toLong << 32) | (lowBits.toLong & 0xFFFFFFFFL)
   }