diff --git a/tools/ci_build/github/azure-pipelines/templates/compliance.yml b/tools/ci_build/github/azure-pipelines/templates/compliance.yml
index 4c2c9cf8dd..04d999b556 100644
--- a/tools/ci_build/github/azure-pipelines/templates/compliance.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/compliance.yml
@@ -35,7 +35,9 @@ steps:
     msBuildArchitecture: x64
     msBuildVersion: 17.0
     msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln" /p:platform="${{parameters.msbuildPlatform}}" /p:configuration="RelWithDebInfo" /p:CAExcludePath="$(Build.BinariesDirectory);$(Build.SourcesDirectory)\cmake;C:\program files (x86)" /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
-    excludedPaths: '$(Build.SourcesDirectory)\b#$(Build.SourcesDirectory)\cmake#C:\program files'
+    excludedPaths: '$(Build.SourcesDirectory)\b#$(Build.SourcesDirectory)\cmake#C:\program files#C:\program files (x86)#C:\program files'
+    rulesetName: Custom
+    customRuleset: $(Build.SourcesDirectory)\cmake\Sdl.ruleset
 
 - task: SdtReport@2
   displayName: 'Create Security Analysis Report'
diff --git a/tools/ci_build/github/azure-pipelines/templates/component-governance-component-detection-steps.yml b/tools/ci_build/github/azure-pipelines/templates/component-governance-component-detection-steps.yml
index daea4998ea..c2ef565a6e 100644
--- a/tools/ci_build/github/azure-pipelines/templates/component-governance-component-detection-steps.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/component-governance-component-detection-steps.yml
@@ -6,6 +6,11 @@ parameters:
 
 steps:
 - ${{ if eq(variables['System.TeamProject'], 'Lotus') }}: 
+  - task: DeleteFiles@1
+    inputs:
+      contents: $(Build.BinariesDirectory)/*
+    displayName: 'Clean up build directory'
+
   - task: ms.vss-governance-buildtask.governance-build-task-component-detection.ComponentGovernanceComponentDetection@0
     displayName: 'Component Detection'
     condition:
diff --git a/tools/ci_build/github/azure-pipelines/templates/jobs/win-ci-vs-2022-job.yml b/tools/ci_build/github/azure-pipelines/templates/jobs/win-ci-vs-2022-job.yml
index c4257888e1..1cd21ea199 100644
--- a/tools/ci_build/github/azure-pipelines/templates/jobs/win-ci-vs-2022-job.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/jobs/win-ci-vs-2022-job.yml
@@ -328,7 +328,7 @@ jobs:
         displayName: 'Run the PREfast SDL Native Rules for MSBuild'
         inputs:
           msBuildArchitecture: amd64
-          setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config RelWithDebInfo --build_dir $(Build.SourcesDirectory)\b --skip_submodule_sync --build_shared_lib --update --cmake_generator "Visual Studio 17 2022" --build_shared_lib --enable_onnx_tests ${{ parameters.additionalBuildFlags }} --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON'
+          setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config RelWithDebInfo --build_dir $(Build.SourcesDirectory)\b --skip_submodule_sync --build_shared_lib --update --cmake_generator "Visual Studio 17 2022" --build_shared_lib --enable_onnx_tests ${{ parameters.additionalBuildFlags }} --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON onnxruntime_ENABLE_LTO=OFF'
           msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.SourcesDirectory)\b\RelWithDebInfo\onnxruntime.sln" /p:RunCodeAnalysis=true /p:platform=${{ parameters.msbuildPlatform }} /p:configuration=RelWithDebInfo /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
           excludedPaths: '$(Build.SourcesDirectory)\b#$(Build.SourcesDirectory)\cmake#C:\program files#C:\program files (x86)#C:\program files'
           rulesetName: Custom
diff --git a/tools/ci_build/github/azure-pipelines/templates/py-packaging-stage.yml b/tools/ci_build/github/azure-pipelines/templates/py-packaging-stage.yml
index e376b1949c..e9d2402331 100644
--- a/tools/ci_build/github/azure-pipelines/templates/py-packaging-stage.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/py-packaging-stage.yml
@@ -247,10 +247,16 @@ stages:
         condition: and (succeeded(), and(eq(variables['buildArch'], 'x64'), eq(variables['PythonVersion'], '3.8')))
         inputs:
           msBuildArchitecture: amd64
-          setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config Debug --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_generator "Visual Studio 17 2022" --enable_pybind --enable_onnx_tests --parallel $(TelemetryOption) --update --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON'
-          msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\Debug\onnxruntime.sln" /p:platform="$(MsbuildPlatform)" /p:configuration=Debug /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
-          excludedPaths: '$(Build.BinariesDirectory)#$(Build.SourcesDirectory)\cmake#C:\program files'
+          setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config Debug --build_dir $(Build.SourcesDirectory)\b --skip_submodule_sync --cmake_generator "Visual Studio 17 2022" --enable_pybind --enable_onnx_tests --parallel $(TelemetryOption) --update --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON onnxruntime_ENABLE_LTO=OFF'
+          msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.SourcesDirectory)\b\Debug\onnxruntime.sln" /p:RunCodeAnalysis=true /p:platform="$(MsbuildPlatform)" /p:configuration=Debug /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
+          excludedPaths: '$(Build.SourcesDirectory)\b#$(Build.SourcesDirectory)\cmake#C:\program files#C:\program files (x86)#C:\program files'
+          rulesetName: Custom
+          customRuleset: $(Build.SourcesDirectory)\cmake\Sdl.ruleset
 
+      - task: SdtReport@2
+        displayName: 'Create Security Analysis Report'
+        inputs:
+          SDLNativeRules: true
 
       - task: TSAUpload@2
         displayName: 'TSA upload'
diff --git a/tools/ci_build/github/azure-pipelines/templates/py-win-gpu.yml b/tools/ci_build/github/azure-pipelines/templates/py-win-gpu.yml
index b571e04f35..ef938a6345 100644
--- a/tools/ci_build/github/azure-pipelines/templates/py-win-gpu.yml
+++ b/tools/ci_build/github/azure-pipelines/templates/py-win-gpu.yml
@@ -22,6 +22,65 @@ parameters:
   default: ''
 
 jobs:
+- ${{ if eq(parameters.PYTHON_VERSION, '3.8') }}:
+    - job: Win_py_${{ parameters.EP_NAME }}_Wheels_StaticAnalysis
+      timeoutInMinutes: 240
+      workspace:
+        clean: all
+      pool: onnxruntime-Win-CPU-2022
+      steps:
+          - checkout: self
+            clean: true
+            submodules: none
+          - task: UsePythonVersion@0
+            inputs:
+              versionSpec: 3.8
+              addToPath: true
+              architecture: 'x64'       
+          - task: onebranch.pipeline.tsaoptions@1
+            displayName: 'OneBranch TSAOptions'
+            inputs:
+              tsaConfigFilePath: '$(Build.SourcesDirectory)\.config\tsaoptions.json'
+              appendSourceBranchName: false
+              
+          - template: download-deps.yml
+
+          - template: jobs/set-winenv.yml
+            parameters:
+              EnvSetupScript: ${{ parameters.ENV_SETUP_SCRIPT }}
+              DownloadCUDA: true
+
+          - task: PythonScript@0
+            displayName: 'Update deps.txt'
+            inputs:
+              scriptPath: $(Build.SourcesDirectory)/tools/ci_build/replace_urls_in_deps.py
+              arguments: --new_dir $(Build.BinariesDirectory)/deps
+              workingDirectory: $(Build.BinariesDirectory)
+
+          - task: SDLNativeRules@3
+            displayName: 'Run the PREfast SDL Native Rules for MSBuild'
+            inputs:
+              msBuildArchitecture: amd64
+              setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config Debug --build_dir $(Build.SourcesDirectory)\b --skip_submodule_sync --cmake_generator "Visual Studio 17 2022" --enable_pybind ${{ parameters.BUILD_PY_PARAMETERS }} ${{ parameters.EP_BUILD_FLAGS }} --update --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON onnxruntime_ENABLE_LTO=OFF'
+              msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.SourcesDirectory)\b\Debug\onnxruntime.sln" /p:RunCodeAnalysis=true /p:platform=x64 /p:configuration=Debug /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
+              excludedPaths: '$(Build.SourcesDirectory)\b#$(Build.SourcesDirectory)\cmake#C:\program files#C:\program files (x86)#C:\program files'
+              rulesetName: Custom
+              customRuleset: $(Build.SourcesDirectory)\cmake\Sdl.ruleset
+              publishXML: true
+
+          - task: SdtReport@2
+            displayName: 'Create Security Analysis Report'
+            inputs:
+              SDLNativeRules: true
+
+          - task: TSAUpload@2
+            displayName: 'TSA upload'
+            condition: and (succeeded(), eq(variables['Build.SourceBranch'], 'refs/heads/main'))
+            inputs:
+              GdnPublishTsaOnboard: false
+              GdnPublishTsaConfigFile: '$(Build.sourcesDirectory)\.gdn\.gdntsa' 
+
+ 
 - job: Win_py_${{ parameters.EP_NAME }}_Wheels_${{ replace(parameters.PYTHON_VERSION,'.','_') }}
   timeoutInMinutes: 240
   workspace:
@@ -153,7 +212,6 @@ jobs:
         inputs:
           AnalyzeTargetGlob: '+:file|$(Build.ArtifactStagingDirectory)\**\*.dll;-:file|$(Build.ArtifactStagingDirectory)\**\DirectML.dll'
 
-
       - powershell: |
          python -m pip uninstall -y ort-nightly-gpu ort-nightly onnxruntime onnxruntime-gpu -qq
          Get-ChildItem -Path $(Build.ArtifactStagingDirectory)/*.whl | foreach {pip --disable-pip-version-check install --upgrade $_.fullname tabulate}
@@ -162,36 +220,12 @@ jobs:
         workingDirectory: '$(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo'
         displayName: 'Run Python Tests'
 
-      - ${{ if eq(parameters.PYTHON_VERSION, '3.8') }}:
-          - task: DeleteFiles@1
-            displayName: 'Delete files from $(Build.BinariesDirectory)\RelWithDebInfo'
-            condition: succeeded()
-            inputs:
-              SourceFolder: '$(Build.BinariesDirectory)\RelWithDebInfo'
-              Contents: |
-                **/*.obj
-                **/*.pdb
-                **/*.dll
-
-          #Manually set msBuildCommandline so that we can also set CAExcludePath
-          - task: SDLNativeRules@3
-            displayName: 'Run the PREfast SDL Native Rules for MSBuild'
-            inputs:
-              msBuildArchitecture: amd64
-              setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config RelWithDebInfo --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --cmake_generator "$(VSGenerator)" --enable_pybind --enable_onnx_tests --parallel $(TelemetryOption) ${{ parameters.BUILD_PY_PARAMETERS }} ${{ parameters.EP_BUILD_FLAGS }} --update --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON'
-              ${{if eq(variables.VSGenerator, 'Visual Studio 16 2019')}}:
-                msBuildCommandline: '"C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln" /p:platform=x64 /p:configuration="RelWithDebInfo" /p:VisualStudioVersion="16.0" /m /p:PreferredToolArchitecture=x64'
-              ${{else}}:
-                msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.BinariesDirectory)\RelWithDebInfo\onnxruntime.sln" /p:platform=x64 /p:configuration="RelWithDebInfo" /p:VisualStudioVersion="17.0" /m /p:PreferredToolArchitecture=x64'
-              excludedPaths: '$(Build.BinariesDirectory)#$(Build.SourcesDirectory)\cmake#C:\program files (x86)#C:\Program Files'
-
-          - task: TSAUpload@2
-            displayName: 'TSA upload'
-            condition: and (succeeded(), eq(variables['Build.SourceBranch'], 'refs/heads/main'))
-            inputs:
-              GdnPublishTsaOnboard: false
-              GdnPublishTsaConfigFile: '$(Build.sourcesDirectory)\.gdn\.gdntsa'
-            continueOnError: true
+      - task: TSAUpload@2
+        displayName: 'TSA upload'
+        condition: and (succeeded(), eq(variables['Build.SourceBranch'], 'refs/heads/main'))
+        inputs:
+          GdnPublishTsaOnboard: false
+          GdnPublishTsaConfigFile: '$(Build.sourcesDirectory)\.gdn\.gdntsa' 
 
       - template: component-governance-component-detection-steps.yml
         parameters: