diff --git a/cpp/core/config/GlutenConfig.cc b/cpp/core/config/GlutenConfig.cc
index fa04ecfa4e5c..bc6ad1cbe859 100644
--- a/cpp/core/config/GlutenConfig.cc
+++ b/cpp/core/config/GlutenConfig.cc
@@ -15,13 +15,26 @@
  * limitations under the License.
  */
 
+#include <boost/regex.hpp>
 #include <jni.h>
-
+#include <optional>
 #include "compute/ProtobufUtils.h"
 #include "config.pb.h"
 #include "jni/JniError.h"
 
+namespace {
+
+std::optional<boost::regex> getRedactionRegex(const std::unordered_map<std::string, std::string>& conf) {
+  auto it = conf.find(gluten::kSparkRedactionRegex);
+  if (it != conf.end()) {
+    return boost::regex(it->second);
+  }
+  return std::nullopt;
+}
+} // namespace
+
 namespace gluten {
+
 std::unordered_map<std::string, std::string>
 parseConfMap(JNIEnv* env, const uint8_t* planData, const int32_t planDataLength) {
   std::unordered_map<std::string, std::string> sparkConfs;
@@ -37,9 +50,17 @@ parseConfMap(JNIEnv* env, const uint8_t* planData, const int32_t planDataLength)
 std::string printConfig(const std::unordered_map<std::string, std::string>& conf) {
   std::ostringstream oss;
   oss << std::endl;
-  for (auto& [k, v] : conf) {
-    oss << " [" << k << ", " << v << "]\n";
+
+  auto redactionRegex = getRedactionRegex(conf);
+
+  for (const auto& [k, v] : conf) {
+    if (redactionRegex && boost::regex_match(k, *redactionRegex)) {
+      oss << " [" << k << ", " << kSparkRedactionString << "]\n";
+    } else {
+      oss << " [" << k << ", " << v << "]\n";
+    }
   }
   return oss.str();
 }
+
 } // namespace gluten
diff --git a/cpp/core/config/GlutenConfig.h b/cpp/core/config/GlutenConfig.h
index 057d85930d2a..31318ff0aa0c 100644
--- a/cpp/core/config/GlutenConfig.h
+++ b/cpp/core/config/GlutenConfig.h
@@ -66,6 +66,9 @@ const std::string kShuffleCompressionCodecBackend = "spark.gluten.sql.columnar.s
 const std::string kQatBackendName = "qat";
 const std::string kIaaBackendName = "iaa";
 
+const std::string kSparkRedactionRegex = "spark.redaction.regex";
+const std::string kSparkRedactionString = "*********(redacted)";
+
 std::unordered_map<std::string, std::string>
 parseConfMap(JNIEnv* env, const uint8_t* planData, const int32_t planDataLength);
 
diff --git a/shims/common/src/main/scala/org/apache/gluten/GlutenConfig.scala b/shims/common/src/main/scala/org/apache/gluten/GlutenConfig.scala
index 88491f6bf4b1..fa78060dad6c 100644
--- a/shims/common/src/main/scala/org/apache/gluten/GlutenConfig.scala
+++ b/shims/common/src/main/scala/org/apache/gluten/GlutenConfig.scala
@@ -538,6 +538,7 @@ object GlutenConfig {
   val GLUTEN_ONHEAP_SIZE_KEY = "spark.executor.memory"
   val GLUTEN_OFFHEAP_SIZE_KEY = "spark.memory.offHeap.size"
   val GLUTEN_OFFHEAP_ENABLED = "spark.memory.offHeap.enabled"
+  val SPARK_REDACTION_REGEX = "spark.redaction.regex"
 
   // For Soft Affinity Scheduling
   // Enable Soft Affinity Scheduling, default value is false
@@ -677,7 +678,8 @@ object GlutenConfig {
       // gcs config
       SPARK_GCS_STORAGE_ROOT_URL,
       SPARK_GCS_AUTH_TYPE,
-      SPARK_GCS_AUTH_SERVICE_ACCOUNT_JSON_KEYFILE
+      SPARK_GCS_AUTH_SERVICE_ACCOUNT_JSON_KEYFILE,
+      SPARK_REDACTION_REGEX
     )
     nativeConfMap.putAll(conf.filter(e => keys.contains(e._1)).asJava)
 
@@ -764,7 +766,8 @@ object GlutenConfig {
       GLUTEN_TASK_OFFHEAP_SIZE_IN_BYTES_KEY,
       GLUTEN_OFFHEAP_ENABLED,
       SESSION_LOCAL_TIMEZONE.key,
-      DECIMAL_OPERATIONS_ALLOW_PREC_LOSS.key
+      DECIMAL_OPERATIONS_ALLOW_PREC_LOSS.key,
+      SPARK_REDACTION_REGEX
     )
     nativeConfMap.putAll(conf.filter(e => keys.contains(e._1)).asJava)