diff --git a/core/src/main/resources/org/apache/spark/log4j-defaults.properties b/core/src/main/resources/org/apache/spark/log4j-defaults.properties
index 89a7963a86d98..277010015072a 100644
--- a/core/src/main/resources/org/apache/spark/log4j-defaults.properties
+++ b/core/src/main/resources/org/apache/spark/log4j-defaults.properties
@@ -36,3 +36,7 @@ log4j.logger.org.apache.spark.repl.SparkILoop$SparkILoopInterpreter=INFO
 # SPARK-9183: Settings to avoid annoying messages when looking up nonexistent UDFs in SparkSQL with Hive support
 log4j.logger.org.apache.hadoop.hive.metastore.RetryingHMSHandler=FATAL
 log4j.logger.org.apache.hadoop.hive.ql.exec.FunctionRegistry=ERROR
+
+# Parquet related logging
+log4j.logger.org.apache.parquet.CorruptStatistics=ERROR
+log4j.logger.parquet.CorruptStatistics=ERROR
diff --git a/sql/core/src/test/resources/log4j.properties b/sql/core/src/test/resources/log4j.properties
index 25b817382195a..2e5cac12952db 100644
--- a/sql/core/src/test/resources/log4j.properties
+++ b/sql/core/src/test/resources/log4j.properties
@@ -53,5 +53,5 @@ log4j.additivity.hive.ql.metadata.Hive=false
 log4j.logger.hive.ql.metadata.Hive=OFF
 
 # Parquet related logging
-log4j.logger.org.apache.parquet=ERROR
-log4j.logger.parquet=ERROR
+log4j.logger.org.apache.parquet.CorruptStatistics=ERROR
+log4j.logger.parquet.CorruptStatistics=ERROR
diff --git a/sql/hive/src/test/resources/log4j.properties b/sql/hive/src/test/resources/log4j.properties
index 072bb25d30a87..a48ae9fc5edd8 100644
--- a/sql/hive/src/test/resources/log4j.properties
+++ b/sql/hive/src/test/resources/log4j.properties
@@ -61,5 +61,5 @@ log4j.additivity.org.apache.hadoop.hive.ql.io.RCFile=false
 log4j.logger.org.apache.hadoop.hive.ql.io.RCFile=ERROR
 
 # Parquet related logging
-log4j.logger.org.apache.parquet=ERROR
-log4j.logger.parquet=ERROR
+log4j.logger.org.apache.parquet.CorruptStatistics=ERROR
+log4j.logger.parquet.CorruptStatistics=ERROR