diff --git a/bitnami/mlflow/2/debian-12/Dockerfile b/bitnami/mlflow/2/debian-12/Dockerfile
index 85375bff9548..008972e531d6 100644
--- a/bitnami/mlflow/2/debian-12/Dockerfile
+++ b/bitnami/mlflow/2/debian-12/Dockerfile
@@ -8,10 +8,10 @@ ARG TARGETARCH
 
 LABEL com.vmware.cp.artifact.flavor="sha256:c50c90cfd9d12b445b011e6ad529f1ad3daea45c26d20b00732fae3cd71f6a83" \
       org.opencontainers.image.base.name="docker.io/bitnami/minideb:bookworm" \
-      org.opencontainers.image.created="2025-05-08T13:10:25Z" \
+      org.opencontainers.image.created="2025-05-18T00:19:42Z" \
       org.opencontainers.image.description="Application packaged by Broadcom, Inc." \
       org.opencontainers.image.documentation="https://github.com/bitnami/containers/tree/main/bitnami/mlflow/README.md" \
-      org.opencontainers.image.ref.name="2.22.0-debian-12-r3" \
+      org.opencontainers.image.ref.name="2.22.0-debian-12-r4" \
       org.opencontainers.image.source="https://github.com/bitnami/containers/tree/main/bitnami/mlflow" \
       org.opencontainers.image.title="mlflow" \
       org.opencontainers.image.vendor="Broadcom, Inc." \
@@ -28,7 +28,7 @@ SHELL ["/bin/bash", "-o", "errexit", "-o", "nounset", "-o", "pipefail", "-c"]
 RUN install_packages ca-certificates curl git libbz2-1.0 libcom-err2 libcrypt1 libffi8 libgcc-s1 libgmp10 libgnutls30 libgssapi-krb5-2 libhogweed6 libidn2-0 libk5crypto3 libkeyutils1 libkrb5-3 libkrb5support0 libldap-2.5-0 liblzma5 libncursesw6 libnettle8 libnsl2 libp11-kit0 libpq5 libreadline8 libsasl2-2 libsqlite3-0 libssl3 libstdc++6 libtasn1-6 libtinfo6 libtirpc3 libunistring2 procps zlib1g
 RUN mkdir -p /tmp/bitnami/pkg/cache/ ; cd /tmp/bitnami/pkg/cache/ || exit 1 ; \
     COMPONENTS=( \
-      "python-3.12.10-8-linux-${OS_ARCH}-debian-12" \
+      "python-3.12.10-12-linux-${OS_ARCH}-debian-12" \
       "mlflow-2.22.0-3-linux-${OS_ARCH}-debian-12" \
     ) ; \
     for COMPONENT in "${COMPONENTS[@]}"; do \
@@ -40,8 +40,7 @@ RUN mkdir -p /tmp/bitnami/pkg/cache/ ; cd /tmp/bitnami/pkg/cache/ || exit 1 ; \
       tar -zxf "${COMPONENT}.tar.gz" -C /opt/bitnami --strip-components=2 --no-same-owner ; \
       rm -rf "${COMPONENT}".tar.gz{,.sha256} ; \
     done
-RUN apt-get autoremove --purge -y curl && \
-    apt-get update && apt-get upgrade -y && \
+RUN apt-get update && apt-get upgrade -y && \
     apt-get clean && rm -rf /var/lib/apt/lists /var/cache/apt/archives
 RUN useradd -r -u 1001 -g root mlflow
 RUN find / -perm /6000 -type f -exec chmod a-s {} \; || true
diff --git a/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json b/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
index 6e73261df8fe..552e9ca71dd7 100644
--- a/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
+++ b/bitnami/mlflow/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
@@ -9,6 +9,6 @@
         "arch": "amd64",
         "distro": "debian-12",
         "type": "NAMI",
-        "version": "3.12.10-8"
+        "version": "3.12.10-12"
     }
 }
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