diff --git a/python/requirements/tune/requirements_tune.txt b/python/requirements/tune/requirements_tune.txt
index 8cdf71d3dcb1..a3e8ca7fe0e6 100644
--- a/python/requirements/tune/requirements_tune.txt
+++ b/python/requirements/tune/requirements_tune.txt
@@ -45,5 +45,5 @@ torchvision==0.9.1+cpu;sys_platform!="darwin"
 
 transformers==4.3.2
 wandb==0.10.29
-xgboost==1.3.3
+xgboost==1.4.2
 zoopt==0.4.1