diff --git a/bitnami/mlflow/3/debian-12/Dockerfile b/bitnami/mlflow/3/debian-12/Dockerfile
index a6eb1efce640..175ba10db2ae 100644
--- a/bitnami/mlflow/3/debian-12/Dockerfile
+++ b/bitnami/mlflow/3/debian-12/Dockerfile
@@ -7,13 +7,13 @@ ARG DOWNLOADS_URL="https://downloads.bitnami.com/files/stacksmith"
 ARG TARGETARCH
 
 LABEL org.opencontainers.image.base.name="docker.io/bitnami/minideb:bookworm" \
-      org.opencontainers.image.created="2026-09-16T06:40:23Z" \
+      org.opencontainers.image.created="2026-09-17T03:24:58Z" \
       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.source="https://github.com/bitnami/containers/tree/main/bitnami/mlflow" \
       org.opencontainers.image.title="mlflow" \
       org.opencontainers.image.vendor="Broadcom, Inc." \
-      org.opencontainers.image.version="3.16.0"
+      org.opencontainers.image.version="3.16.1"
 
 ENV HOME="/" \
     OS_ARCH="${TARGETARCH:-amd64}" \
@@ -30,7 +30,7 @@ RUN --mount=type=secret,id=downloads_url,env=SECRET_DOWNLOADS_URL \
     COMPONENTS=( \
       "python-3.12.14-6-linux-${OS_ARCH}-debian-12" \
       "postgresql-lib-18.6.0-0-linux-${OS_ARCH}-debian-12" \
-      "mlflow-3.16.0-1-linux-${OS_ARCH}-debian-12" \
+      "mlflow-3.16.1-0-linux-${OS_ARCH}-debian-12" \
     ) ; \
     for COMPONENT in "${COMPONENTS[@]}"; do \
       if [ ! -f "${COMPONENT}.tar.gz" ]; then \
@@ -49,9 +49,9 @@ RUN mkdir /.local && chmod g+rwX /.local
 RUN uninstall_packages curl
 
 RUN mkdir -p /app/mlruns /app/mlartifacts /bitnami/mlflow && chmod g+rwX /app /app/mlruns /app/mlartifacts /bitnami/mlflow && ln -s /opt/bitnami/python/lib/*/site-packages/mlflow/server/auth/ /bitnami/mlflow-basic-auth
-ENV APP_VERSION="3.16.0" \
+ENV APP_VERSION="3.16.1" \
     BITNAMI_APP_NAME="mlflow" \
-    IMAGE_REVISION="2" \
+    IMAGE_REVISION="0" \
     LD_LIBRARY_PATH="/opt/bitnami/postgresql/lib" \
     PATH="/opt/bitnami/python/bin:$PATH"
 
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.0-1-linux-amd64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.0-1-linux-amd64-debian-12.tar.gz.sha256
deleted file mode 100644
index 5ac619e42dd2..000000000000
--- a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.0-1-linux-amd64-debian-12.tar.gz.sha256
+++ /dev/null
@@ -1 +0,0 @@
-3418ea29695129bf711ffef10b6b7de05cf9966b236a3890af4e24514973c0b3  mlflow-3.16.0-1-linux-amd64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.0-1-linux-arm64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.0-1-linux-arm64-debian-12.tar.gz.sha256
deleted file mode 100644
index f13c7fb87a4d..000000000000
--- a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.0-1-linux-arm64-debian-12.tar.gz.sha256
+++ /dev/null
@@ -1 +0,0 @@
-85c7ac6d8738a8b0987d6ca46cc8eb599e442ab9af4a4380cf87b4cee9fa919f  mlflow-3.16.0-1-linux-arm64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.1-0-linux-amd64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.1-0-linux-amd64-debian-12.tar.gz.sha256
new file mode 100644
index 000000000000..02586594df93
--- /dev/null
+++ b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.1-0-linux-amd64-debian-12.tar.gz.sha256
@@ -0,0 +1 @@
+d0c128e42e07e996c63ec653298dc4b049c73be65be1d9e4daaf8f8b070a3112  mlflow-3.16.1-0-linux-amd64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.1-0-linux-arm64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.1-0-linux-arm64-debian-12.tar.gz.sha256
new file mode 100644
index 000000000000..c64e47af096d
--- /dev/null
+++ b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.1-0-linux-arm64-debian-12.tar.gz.sha256
@@ -0,0 +1 @@
+09e35a34f4984d2a083485c1d26f65a9222519af5492fb01f272a50588e917f0  mlflow-3.16.1-0-linux-arm64-debian-12.tar.gz