diff --git a/dockerfiles/mlrun-kfp/locked-requirements.txt b/dockerfiles/mlrun-kfp/locked-requirements.txt
index f01368baad1..878a5688f22 100644
--- a/dockerfiles/mlrun-kfp/locked-requirements.txt
+++ b/dockerfiles/mlrun-kfp/locked-requirements.txt
@@ -1993,9 +1993,9 @@ mistune==3.1.3 \
     --hash=sha256:1a32314113cff28aa6432e99e522677c8587fd83e3d51c29b82a52409c842bd9 \
     --hash=sha256:a7035c21782b2becb6be62f8f25d3df81ccb4d6fa477a6525b15af06539f02a0
     # via nbconvert
-mlflow==2.22.1 \
-    --hash=sha256:b7d6cb294112115cb0031a554629a21647c38ba88d0fd7455e0ddead02b4bb28 \
-    --hash=sha256:d9702186ba15e4537bd49364adc6256f3ccc03b00b79fcef4e3fda231eaf98b8
+mlflow==3.5.0rc0 \
+    --hash=sha256:ba16511691d6bb031a7bd20bfca674e5c45dec4f36ed67a1895dce07811071b0 \
+    --hash=sha256:fe784a8f767ace6f84b42e64aeacac1c7e8d6b4c6272e7fb5f0cf3a30f477e5b
     # via -r dockerfiles/mlrun-kfp/../../extras-requirements.txt
 mlflow-skinny==2.22.1 \
     --hash=sha256:3b3f9a17a4b9e60c7683b3458909aff15f3c6f5dc898a6cec13a6efb939e7e79 \
diff --git a/extras-requirements.txt b/extras-requirements.txt
index 3ce31565d47..feba4076724 100644
--- a/extras-requirements.txt
+++ b/extras-requirements.txt
@@ -38,7 +38,7 @@ kafka-python~=2.1.0
 avro~=1.11
 redis~=4.3
 graphviz~=0.20.0
-mlflow~=2.22
+mlflow~=3.5
 # any newer version then 0.13 should be tested with adlfs,gcsfs and s3fs installation.
 # we experience a different in google-auth package in databricks-sdk>0.13
 databricks-sdk~=0.20.0