diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000000..f08cd93582
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,10 @@
+version: 2
+updates:
+  - package-ecosystem: docker
+    directory: /
+    schedule:
+      interval: weekly
+  - package-ecosystem: github-actions
+    directory: /
+    schedule:
+      interval: weekly
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
new file mode 100644
index 0000000000..00160e885c
--- /dev/null
+++ b/.github/workflows/codeql.yml
@@ -0,0 +1,48 @@
+name: "CodeQL"
+
+on:
+  push:
+    branches: [ "master" ]
+  pull_request:
+    branches: [ "master" ]
+  schedule:
+    - cron: '31 21 * * 4'
+
+permissions:
+  contents: read
+
+jobs:
+  analyze:
+    name: Analyze.
+    runs-on: ubuntu-latest
+    timeout-minutes: 360
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language: [ 'go' ]
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4.1.1
+
+    # Initializes the CodeQL tools for scanning.
+    - name: Initialize CodeQL
+      uses: github/codeql-action/init@012739e5082ff0c22ca6d6ab32e07c36df03c4a4 # v3.22.12
+      with:
+        languages: ${{ matrix.language }}
+
+
+    # Autobuild attempts to build any compiled languages (C/C++, C#, Go, Java, or Swift).
+    # If this step fails, then you should remove it and run the build manually (see below)
+    - name: Autobuild
+      uses: github/codeql-action/autobuild@012739e5082ff0c22ca6d6ab32e07c36df03c4a4 # v3.22.12
+
+    - name: Perform CodeQL Analysis
+      uses: github/codeql-action/analyze@012739e5082ff0c22ca6d6ab32e07c36df03c4a4 # v3.22.12
+      with:
+        category: "/language:${{matrix.language}}"
diff --git a/.github/workflows/scorecard.yml b/.github/workflows/scorecard.yml
new file mode 100644
index 0000000000..c461b3ae12
--- /dev/null
+++ b/.github/workflows/scorecard.yml
@@ -0,0 +1,55 @@
+name: Scorecard supply-chain security
+
+on:
+  # For Branch-Protection check. Only the default branch is supported. See
+  # https://github.com/ossf/scorecard/blob/main/docs/checks.md#branch-protection
+  branch_protection_rule:
+  # To guarantee Maintained check is occasionally updated. See
+  # https://github.com/ossf/scorecard/blob/main/docs/checks.md#maintained
+  schedule:
+    - cron: '44 2 * * 1'
+  push:
+    branches: [ "master" ]
+
+permissions: read-all
+
+jobs:
+  analysis:
+    name: Scorecard analysis
+    runs-on: ubuntu-latest
+    permissions:
+      # Needed to upload the results to code-scanning dashboard.
+      security-events: write
+      # Needed to publish results and get a badge (see publish_results below).
+      id-token: write
+      # Uncomment the permissions below if installing in a private repository.
+      # contents: read
+      # actions: read
+
+    steps:
+      - name: "Checkout code"
+        uses: actions/checkout@93ea575cb5d8a053eaa0ac8fa3b40d7e05a33cc8 # v3.1.0
+        with:
+          persist-credentials: false
+
+      - name: "Run analysis"
+        uses: ossf/scorecard-action@e38b1902ae4f44df626f11ba0734b14fb91f8f86 # v2.1.2
+        with:
+          results_file: results.sarif
+          results_format: sarif
+          publish_results: true
+
+      # Upload the results as artifacts (optional). Commenting out will disable uploads of run results in SARIF
+      # format to the repository Actions tab.
+      - name: "Upload artifact"
+        uses: actions/upload-artifact@3cea5372237819ed00197afe530f5a7ea3e805c8 # v3.1.0
+        with:
+          name: SARIF file
+          path: results.sarif
+          retention-days: 5
+
+      # Upload the results to GitHub's code scanning dashboard.
+      - name: "Upload to code-scanning"
+        uses: github/codeql-action/upload-sarif@17573ee1cc1b9d061760f3a006fc4aac4f944fd5 # v2.2.4
+        with:
+          sarif_file: results.sarif
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index e40fc03e3a..9ee25ed3ec 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -21,14 +21,14 @@ jobs:
     name: lint
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-go@v4
+      - uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
+      - uses: actions/setup-go@93397bea11091df50f3d7e59dc26a7711a8bcfbe # v4.1.0
         with:
           go-version: stable
           check-latest: true
           cache: true
       - name: golangci-lint
-        uses: golangci/golangci-lint-action@v3
+        uses: golangci/golangci-lint-action@3a919529898de77ec3da873e3063ca4b10e7f5cc # v3.7.0
         with:
           args: --verbose
           only-new-issues: true
@@ -44,10 +44,10 @@ jobs:
     runs-on: ${{ matrix.os }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
 
       - name: Install Go
-        uses: actions/setup-go@v4
+        uses: actions/setup-go@93397bea11091df50f3d7e59dc26a7711a8bcfbe # v4.1.0
         with:
           go-version: ${{ matrix.go }}
           check-latest: true
@@ -64,7 +64,7 @@ jobs:
         run: gotestsum --junitfile "./go-test-report-${{ matrix.os }}-${{ matrix.go }}.xml" -- -p 1 -timeout=20m -coverprofile="coverage-${{ matrix.os }}-${{ matrix.go }}.txt" -covermode=atomic ./...
 
       - name: Publish To Codecov
-        uses: codecov/codecov-action@v3
+        uses: codecov/codecov-action@eaaf4bedf32dbdc6b720b63067d99c4d77d6047d # v3.1.4
         with:
           files: './go-test-report-${{ matrix.os }}-${{ matrix.go }}.xml'
           flags: '${{ matrix.go }}'
@@ -81,10 +81,10 @@ jobs:
     runs-on: ${{ matrix.os }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
 
       - name: Install Go
-        uses: actions/setup-go@v4
+        uses: actions/setup-go@93397bea11091df50f3d7e59dc26a7711a8bcfbe # v4.1.0
         with:
           go-version: ${{ matrix.go }}
           check-latest: true
@@ -114,10 +114,10 @@ jobs:
     runs-on: ${{ matrix.os }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
 
       - name: Install Go
-        uses: actions/setup-go@v4
+        uses: actions/setup-go@93397bea11091df50f3d7e59dc26a7711a8bcfbe # v4.1.0
         with:
           go-version: ${{ matrix.go }}
           check-latest: true
@@ -143,10 +143,10 @@ jobs:
     runs-on: ${{ matrix.os }}
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
 
       - name: Install Go
-        uses: actions/setup-go@v4
+        uses: actions/setup-go@93397bea11091df50f3d7e59dc26a7711a8bcfbe # v4.1.0
         with:
           go-version: ${{ matrix.go }}
           check-latest: true
@@ -169,11 +169,11 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
 
       - name: Docker meta
         id: meta
-        uses: docker/metadata-action@v4
+        uses: docker/metadata-action@818d4b7b91585d195f67373fd9cb0332e31a7175 # v4.6.0
         with:
           images: |
             quay.io/goswagger/swagger
@@ -183,13 +183,13 @@ jobs:
             type=sha
 
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@v2
+        uses: docker/setup-qemu-action@2b82ce82d56a2a04d2637cd93a637ae1b359c0a7 # v2.2.0
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2
+        uses: docker/setup-buildx-action@885d1462b80bc1c1c7f0b00334ad271f09369c55 # v2.10.0
 
       - name: Login to Quay Registry
-        uses: docker/login-action@v2
+        uses: docker/login-action@465a07811f14bebb1938fbed4728c6a1ff8901fc # v2.2.0
         with:
           registry: quay.io
           username: ${{ secrets.QUAY_USERNAME }}
@@ -197,14 +197,14 @@ jobs:
 
       - name: Login to GitHub Container Registry
         if: github.event_name != 'pull_request'
-        uses: docker/login-action@v2
+        uses: docker/login-action@465a07811f14bebb1938fbed4728c6a1ff8901fc # v2.2.0
         with:
           registry: ghcr.io
           username: ${{ github.repository_owner }}
           password: ${{ secrets.CR_PAT }}
 
       - name: Build and push
-        uses: docker/build-push-action@v3
+        uses: docker/build-push-action@1104d471370f9806843c095c1db02b5a90c5f8b6 # v3.3.1
         with:
           context: .
           build-args: |
@@ -220,10 +220,10 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
 
       - name: Install Go
-        uses: actions/setup-go@v4
+        uses: actions/setup-go@93397bea11091df50f3d7e59dc26a7711a8bcfbe # v4.1.0
         with:
           go-version: 'stable'
           check-latest: true
@@ -272,7 +272,7 @@ jobs:
 
       - name: Push RPM
         id: push_rpm
-        uses: cloudsmith-io/action@master
+        uses: cloudsmith-io/action@fc70bf3268051bdf07305c56fd2ace32c3fc8348 # master
         with:
           api-key: ${{ secrets.CLOUDSMITH_API_KEY }}
           command: "push"
@@ -285,7 +285,7 @@ jobs:
 
       - name: Push Deb
         id: push
-        uses: cloudsmith-io/action@master
+        uses: cloudsmith-io/action@fc70bf3268051bdf07305c56fd2ace32c3fc8348 # master
         with:
           api-key: ${{ secrets.CLOUDSMITH_API_KEY }}
           command: "push"
@@ -297,7 +297,7 @@ jobs:
           file: "dist/build/swagger_*_amd64.deb"
 
       - name: Publish Binaries
-        uses: fnkr/github-action-ghr@v1
+        uses: fnkr/github-action-ghr@2fcb5ab637a49c14f4b3e7d81d0389d059171d35 # v1
         env:
           GHR_PATH: dist/bin/
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
@@ -308,11 +308,11 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
 
       - name: Docker meta
         id: meta
-        uses: docker/metadata-action@v4
+        uses: docker/metadata-action@818d4b7b91585d195f67373fd9cb0332e31a7175 # v4.6.0
         with:
           # list of Docker images to use as base name for tags
           images: |
@@ -327,13 +327,13 @@ jobs:
             type=sha
 
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@v2
+        uses: docker/setup-qemu-action@2b82ce82d56a2a04d2637cd93a637ae1b359c0a7 # v2.2.0
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2
+        uses: docker/setup-buildx-action@885d1462b80bc1c1c7f0b00334ad271f09369c55 # v2.10.0
 
       - name: Login to Quay Registry
-        uses: docker/login-action@v2
+        uses: docker/login-action@465a07811f14bebb1938fbed4728c6a1ff8901fc # v2.2.0
         with:
           registry: quay.io
           username: ${{ secrets.QUAY_USERNAME }}
@@ -341,14 +341,14 @@ jobs:
 
       - name: Login to GitHub Container Registry
         if: github.event_name != 'pull_request'
-        uses: docker/login-action@v2
+        uses: docker/login-action@465a07811f14bebb1938fbed4728c6a1ff8901fc # v2.2.0
         with:
           registry: ghcr.io
           username: ${{ github.repository_owner }}
           password: ${{ secrets.CR_PAT }}
 
       - name: Build and push
-        uses: docker/build-push-action@v3
+        uses: docker/build-push-action@1104d471370f9806843c095c1db02b5a90c5f8b6 # v3.3.1
         with:
           context: .
           build-args: |
diff --git a/Dockerfile b/Dockerfile
index 2288889e57..6ec49a0a8e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM --platform=$BUILDPLATFORM golang:alpine as cross
+FROM --platform=$BUILDPLATFORM golang:alpine@sha256:4db4aac30880b978cae5445dd4a706215249ad4f43d28bd7cdf7906e9be8dd6b as cross
 
 ARG TARGETOS TARGETARCH
 
@@ -15,7 +15,7 @@ RUN mkdir -p bin &&\
   LDFLAGS="$LDFLAGS -X github.com/go-swagger/go-swagger/cmd/swagger/commands.Version=${tag_name}" &&\
   CGO_ENABLED=0 GOOS=$TARGETOS GOARCH=$TARGETARCH go build -tags osusergo,netgo -o bin/swagger -ldflags "$LDFLAGS" -a ./cmd/swagger
 
-FROM --platform=$TARGETPLATFORM golang:alpine
+FROM --platform=$TARGETPLATFORM golang@sha256:672a2286da3ee7a854c3e0a56e0838918d0dbb1c18652992930293312de898a6
 
 LABEL maintainer="Ivan Porto Carrero <ivan@flanders.co.nz> (@casualjim)"
 
diff --git a/Dockerfile.alpine.ci b/Dockerfile.alpine.ci
index 4a405bc82a..2afcf5615b 100644
--- a/Dockerfile.alpine.ci
+++ b/Dockerfile.alpine.ci
@@ -1,4 +1,4 @@
-FROM golang:alpine
+FROM golang@sha256:672a2286da3ee7a854c3e0a56e0838918d0dbb1c18652992930293312de898a6
 
 ENV GOCOVMODE atomic
 
diff --git a/Dockerfile.ci b/Dockerfile.ci
index 454f1aec7c..49a521576d 100644
--- a/Dockerfile.ci
+++ b/Dockerfile.ci
@@ -1,4 +1,4 @@
-FROM golang:latest
+FROM golang@sha256:672a2286da3ee7a854c3e0a56e0838918d0dbb1c18652992930293312de898a6
 
 ENV GOCOVMODE atomic
 
diff --git a/Dockerfile.dev b/Dockerfile.dev
index bbba0bb3cc..f23f5bb7d0 100644
--- a/Dockerfile.dev
+++ b/Dockerfile.dev
@@ -1,4 +1,4 @@
-FROM golang:latest
+FROM golang@sha256:672a2286da3ee7a854c3e0a56e0838918d0dbb1c18652992930293312de898a6
 
 COPY hack/devtools.sh /opt/devtools.sh
 
diff --git a/README.md b/README.md
index 43494fbfa8..d47cde74b5 100644
--- a/README.md
+++ b/README.md
@@ -7,6 +7,7 @@
 [![FOSSA Status](https://app.fossa.io/api/projects/git%2Bgithub.com%2Fgo-swagger%2Fgo-swagger.svg?type=shield)](https://app.fossa.io/projects/git%2Bgithub.com%2Fgo-swagger%2Fgo-swagger?ref=badge_shield)
 [![GolangCI](https://golangci.com/badges/github.com/go-swagger/go-swagger.svg)](https://golangci.com)
 [![Go Report Card](https://goreportcard.com/badge/github.com/go-swagger/go-swagger)](https://goreportcard.com/report/github.com/go-swagger/go-swagger)
+[![OpenSSF Scorecard](https://api.securityscorecards.dev/projects/github.com/go-swagger/go-swagger/badge)](https://securityscorecards.dev/viewer/?uri=github.com/go-swagger/go-swagger)
 
 This package contains a golang implementation of Swagger 2.0 (aka [OpenAPI 2.0](https://github.com/OAI/OpenAPI-Specification/blob/master/versions/2.0.md)):
 it knows how to serialize and deserialize swagger specifications.