diff --git a/sql/hive/src/main/scala/org/apache/spark/sql/hive/client/IsolatedClientLoader.scala b/sql/hive/src/main/scala/org/apache/spark/sql/hive/client/IsolatedClientLoader.scala
index 12975bc85b971..c2690ec32b9e7 100644
--- a/sql/hive/src/main/scala/org/apache/spark/sql/hive/client/IsolatedClientLoader.scala
+++ b/sql/hive/src/main/scala/org/apache/spark/sql/hive/client/IsolatedClientLoader.scala
@@ -179,8 +179,9 @@ private[hive] class IsolatedClientLoader(
     val isHadoopClass =
       name.startsWith("org.apache.hadoop.") && !name.startsWith("org.apache.hadoop.hive.")
 
-    name.contains("slf4j") ||
-    name.contains("log4j") ||
+    name.startsWith("org.slf4j") ||
+    name.startsWith("org.apache.log4j") || // log4j1.x
+    name.startsWith("org.apache.logging.log4j") || // log4j2
     name.startsWith("org.apache.spark.") ||
     (sharesHadoopClasses && isHadoopClass) ||
     name.startsWith("scala.") ||