diff --git a/.gitignore b/.gitignore
index 36e8c0baf7e6af6646a68be7ab102dcc373d83fc..7ef0e222354bc69bdb352cd4839c37309e7c53f1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,11 +1,16 @@
 pip_pkgs/
 download_script.log
 build.log
-
+*.whl
+*.tar.gz
+*.tar.bz2
+*.conda
 .vscode
-
+*.zip
+*\@*
 .pip_pkg_*
 .conda_pkg_*
 files/channel
 artifacts
-pip_pkg_*
\ No newline at end of file
+pip_pkg_*
+kfserving-0.2.2/
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index 00acdb64d4e8a58814d6d60e27e594bcebb37c65..d8e2880cfa19c687c9b99343538c3737022cfbb9 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,65 +1,35 @@
-# #### create dev image
 ARG APP_NAME=kfserving
 ARG CONTAINER_NAME=pytorch
 ARG CONTAINER_VERSION=0.2.2
-
-ARG BASE_REGISTRY=registry1.dsop.io
+ARG BASE_REGISTRY=registry1.dso.mil
 ARG BASE_IMAGE=ironbank/redhat/ubi/ubi8
-ARG BASE_TAG=8.2
-
-FROM gcr.io/kfserving/pytorchserver:0.2.2 as source
-
-FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG} as builder
-
-# WORKDIR /
-COPY --from=source /opt/conda/envs/ /opt/conda/envs/
-
-# COPY --from=source /opt/conda /opt/conda
-# COPY --from=source /workspace/pytorchserver pytorchserver
-# COPY --from=source /workspace/kfserving kfserving
-
-# RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps ./kfserving ./pytorchserver"]
-
-COPY ./pip_pkg_*.tar.gz pkgs/
-COPY ./pip_pkg_*.whl pkgs/
-COPY scripts/rename_pkgs.sh scripts/
-RUN chmod +x ./scripts/rename_pkgs.sh && \
-    ./scripts/rename_pkgs.sh -p pip_pkg_ -d pkgs -o pip_pkgs
-
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps ./pip_pkgs/pip-*.whl"]
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps ./pip_pkgs/setuptools-*.whl"]
-
-# Temporarily remove crypto from list of packages
-RUN tar -xzf ./pip_pkgs/cryptography-3.3.tar.gz
-RUN rm ./pip_pkgs/cryptography-*.tar.gz
-
-RUN ["/bin/sh", "-c", "/opt/conda/envs/pytorch-py37/bin/python -m pip install --no-deps ./pip_pkgs/* "]
-
-# Build crypto locally
-RUN dnf install -y redhat-rpm-config gcc libffi-devel python3-devel openssl-devel
-RUN ["/bin/sh", "-c", "cd cryptography-3.3 && /opt/conda/envs/pytorch-py37/bin/python setup.py install"]
-
-# # # ##### make final image
-FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG} as final
-# # # Description of the container
-
+ARG BASE_TAG=8.3
+FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG}
+COPY Miniconda3-latest-Linux-x86_64.sh *.conda *.tar.bz2 *.whl kfserving-0.2.2.tar.gz /opt/
+RUN cd /opt && \
+     chmod +x /opt/Miniconda3-latest-Linux-x86_64.sh && \
+     /opt/Miniconda3-latest-Linux-x86_64.sh -b -p /opt/conda && \
+     rm -f /opt/Miniconda3-latest-Linux-x86_64.sh && \
+     /opt/conda/bin/conda install /opt/conda-build-3.21.4-py38h06a4308_0.conda
 ENV PATH /opt/conda/envs/pytorch-py37/bin:$PATH
-
-RUN dnf upgrade -y && \
-    dnf clean all && \
-    rm -rf /var/cache/dnf
-
-# # Copy python binary
-COPY --from=builder /opt/conda/envs/ /opt/conda/envs/
-COPY --from=source /workspace/pytorchserver/pytorchserver pytorchserver
-COPY --from=source /workspace/kfserving/kfserving kfserving
-
-# Remove special permission bits
-RUN find / -path /proc -prune -o -perm /4000 -exec chmod u-s {} \;
-RUN find / -path /proc -prune -o -perm /2000 -exec chmod g-s {} \;
-
-# Add service user
-RUN groupadd -r kfserving-pytorch && useradd -r -g kfserving-pytorch kfserving-pytorch
-USER kfserving-pytorch
-
+#RUN mkdir /opt/noarch && touch /opt/noarch/repodata.json && touch /opt/noarch/repodata.json.bz2 && /opt/conda/bin/conda index /opt
+RUN /opt/conda/bin/conda create --name pytorch-py37 python=3.7.10 --verbose #--channel /opt/ && rm -f /opt/python-3.7.10-hdb3f193_0.tar.bz2
+RUN /opt/conda/bin/conda install --use-local --name pytorch-py37  --offline  /opt/*.conda
+WORKDIR /workspace
+RUN chmod -R a+w /workspace && \
+        cd /opt && \
+        tar zvfx kfserving-0.2.2.tar.gz && \
+        cp -R kfserving-0.2.2/python/pytorchserver /workspace && \
+        cp -R kfserving-0.2.2/python/kfserving /workspace && \
+        groupadd -r pytorchserver && useradd -r -g pytorchserver pytorchserver
+RUN python3 --version && \
+        python3 -m pip install --no-index --find-links="/opt/" -e ./kfserving && \
+        python3 -m pip install --no-index --find-links="/opt/" -e ./pytorchserver
+
+RUN rm /opt/conda/envs/pytorch-py37/lib/python3.7/site-packages/tornado/test/test.*
+
+HEALTHCHECK --start-period=3s --timeout=5s --interval=3s --retries=3 \
+  CMD curl -fs http://localhost:8080 || exit 1
+
+USER pytorchserver
 ENTRYPOINT ["python3", "-m", "pytorchserver"]
diff --git a/hardening_manifest.yaml b/hardening_manifest.yaml
index 2b01eb7c12d3a3d16e1498179af6e98216feb1ea..b7e320d3698d2c8f914915c1cbcd30a6216ca18d 100644
--- a/hardening_manifest.yaml
+++ b/hardening_manifest.yaml
@@ -21,294 +21,611 @@ labels:
   mil.dso.ironbank.image.keywords: "kubeflow,pytorch,kfserving"
   mil.dso.ironbank.image.type: "opensource"
   mil.dso.ironbank.product.name: "kubeflow"
-
-resources:
-  - url: "docker://gcr.io/kfserving/pytorchserver@sha256:fc234478446af0a06e0f5a62cb46ed457d241281af5104fd63288c5f40c0a084"
-    tag: "gcr.io/kfserving/pytorchserver:0.2.2"
-
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-    validation:
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-    filename: "pip_pkg_azure_common-1.1.23-py2.py3-none-any.whl"
-    validation:
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-    filename: "pip_pkg_azure_storage_blob-2.1.0-py2.py3-none-any.whl"
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\ No newline at end of file
diff --git a/scripts/rename_pkgs.sh b/scripts/rename_pkgs.sh
deleted file mode 100644
index 9913bf997a8310ebd82a1fa9fc89d6523558df5e..0000000000000000000000000000000000000000
--- a/scripts/rename_pkgs.sh
+++ /dev/null
@@ -1,43 +0,0 @@
-#!/bin/sh
-
-while [ "$1" != "" ]; do
-    case $1 in
-        -p | --prefix )         shift
-                                prefix="$1"
-                                ;;
-        -d | --directory )      shift
-                                directory="$1"
-        
-                                ;;
-        -o | --output )         shift
-                                output_directory="$1"
-                                ;;
-    esac
-    shift
-done
-
-if [ -z ${prefix+x} ]; then
-    echo "--prefix is required"
-    exit 1
-fi
-if [ -z ${directory+x} ]; then
-    echo "--directory is required"
-    exit 1
-fi
-if [ -z ${output_directory+x} ]; then
-    echo "--output is required"
-    exit 1
-fi
-
-echo $prefix
-echo $directory
-echo $output_directory
-
-mkdir -p $output_directory
-
-for x in $(find $directory -name "$prefix*" -printf "%f\n"); do
-    echo $x
-    out=$(echo $x | cut -d "_" -f 1,2 --complement)
-    echo $out
-    cp -v $directory/$x $output_directory/$out 
-done
\ No newline at end of file