diff --git a/jvm-packages/xgboost4j/src/main/java/ml/dmlc/xgboost4j/java/NativeLibLoader.java b/jvm-packages/xgboost4j/src/main/java/ml/dmlc/xgboost4j/java/NativeLibLoader.java
index e6e6542a5288..f10bab9241a4 100644
--- a/jvm-packages/xgboost4j/src/main/java/ml/dmlc/xgboost4j/java/NativeLibLoader.java
+++ b/jvm-packages/xgboost4j/src/main/java/ml/dmlc/xgboost4j/java/NativeLibLoader.java
@@ -100,7 +100,7 @@ static boolean isMuslBased() {
         });
 
         return muslRelatedMemoryMappedFilename.isPresent();
-      } catch (IOException ignored) {
+      } catch (Exception ignored) {
         // ignored
       }
       return false;