rymcmaho2020 / docker-deep-dive

Deep Dive into Docker Containers and DevSecOps pipelines

Deep Dive into Docker Containers and DevSecOps pipelines

Part 1 - Building and interacting with Docker images

Using Taskfiles for local pipelines

• Task: https://taskfile.dev/#/
• https://dev.to/stack-labs/introduction-to-taskfile-a-makefile-alternative-h92

Building curated Docker images

• https://github.com/codepraxis-io/curated-docker-images
• https://github.com/orgs/codepraxis-io/packages/container/package/ubuntu22.04
• https://github.com/orgs/codepraxis-io/packages/container/package/alpine3.16

Building a Java SpringBoot app and creating Docker images based on various base images

• https://github.com/codepraxis-io/docker-deep-dive/blob/main/taskfiles/build-app-java/Taskfile.yaml

Dockerfiles

Java SpringBoot / Gradle app:

• https://github.com/codepraxis-io/spring-music

Java SpringBoot / Maven app:

• https://github.com/codepraxis-io/dddive-springboot

Python Flask app:

• https://github.com/codepraxis-io/flask-bootstrap

Docker images available to use as base images

• Distroless: https://github.com/GoogleContainerTools/distroless
  • https://iximiuz.com/en/posts/containers-distroless-images/
• Distroless vs alpine: https://itnext.io/which-container-images-to-use-distroless-or-alpine-96e3dab43a22

Docker image build mechanisms

• Docker Buildx: https://github.com/docker/buildx
• Kaniko: https://github.com/GoogleContainerTools/kaniko
• Cloud Native Buildpacks: https://buildpacks.io/
  • https://paketo.io/
  • https://paketo.io/docs/howto/java/
• Containerd/nerdctl: https://github.com/containerd/nerdctl
  • https://medium.com/nttlabs/nerdctl-359311b32d0e
  • https://earthly.dev/blog/containerd-vs-docker/
• Podman https://github.com/containers/podman
  • Buildah: https://github.com/containers/buildah
  • https://www.redhat.com/en/topics/containers/what-is-podman
  • https://developers.redhat.com/blog/2020/09/25/rootless-containers-with-podman-the-basics
  • https://podman.io/blogs/2018/10/31/podman-buildah-relationship.html
• Jib: https://github.com/GoogleContainerTools/jib
  • https://github.com/GoogleContainerTools/jib/blob/master/docs/faq.md
  • https://snyk.io/blog/building-java-container-images-using-jib/
  • Sample app built with Jib: https://github.com/codepraxis-io/springboot-helloworld

Inspecting and manipulating Docker images

• Dive: https://github.com/wagoodman/dive

• Crane: https://github.com/google/go-containerregistry/tree/main/cmd/crane

• ORAS: https://github.com/oras-project/oras

• Skopeo: https://github.com/containers/skopeo

• DockerHub OCI Artifact support: https://www.docker.com/blog/announcing-docker-hub-oci-artifacts-support/

Other resources

• https://github.com/iximiuz/awesome-container-tinkering

• https://iximiuz.com/en/series/debunking-container-myths/

• https://github.com/iximiuz/cdebug

• Earthly https://earthly.dev

  • https://earthly.dev/blog/chroot/

• http://jpetazzo.github.io/2017/02/24/from-dotcloud-to-docker/

• https://jpetazzo.github.io/2020/02/01/quest-minimal-docker-images-part-1/

• https://lwn.net/Articles/902049/

• https://www.tutorialworks.com/difference-docker-containerd-runc-crio-oci/

• https://containers.gitbook.io/build-containers-the-hard-way/

• https://iximiuz.com/en/posts/docker-debug-slim-containers/

• https://blog.kubesimplify.com/the-secret-gems-behind-building-container-images-enter-buildkit-and-docker-buildx

• https://ashishtechmill.com/comparing-modern-day-container-image-builders-jib-buildpacks-and-docker

• https://dlorenc.medium.com/oci-artifacts-explained-8f4a77945c13

• https://itnext.io/reverse-engineer-docker-images-into-dockerfiles-453d3d21d896

• https://medium.com/geekculture/create-docker-images-without-docker-daemon-kaniko-847a688155a6

Creating a new SpringBoot application: https://start.spring.io/

Go ecosystem:

• Ko: https://github.com/ko-build/ko
  • https://snyk.io/blog/container-images-simplified-with-google-ko/
• goreleaser: https://github.com/goreleaser/goreleaser
  • goreleaser supply chain example: https://github.com/goreleaser/supply-chain-example
• podinfo: https://github.com/stefanprodan/podinfo

Kubernetes-in-a-box

• KIND: https://kind.sigs.k8s.io/
  • Running a local Docker registry in kind: https://kind.sigs.k8s.io/docs/user/private-registries/
• microk8s: https://microk8s.io/

Part 2 - Docker image security

Vulnerability databases

• "Common Vulnerabilities and Exposures" aka CVE: https://cve.mitre.org/cve/search_cve_list.html
• "National Vulnerability Database" aka NVD: https://nvd.nist.gov/
• https://osv.dev/

Scanning Dockerfiles for security vulnerabilities

• Trivy: https://github.com/aquasecurity/trivy
• Semgrep: https://semgrep.dev/docs/

Scanning Docker images for security vulnerabilities

• Trivy
• Grype: https://github.com/anchore/grype
• SARIF format: https://sarifweb.azurewebsites.net/

Generating SBOMs from Docker images

• Trivy
• Syft: https://github.com/anchore/syft
  • Syft and Grype: https://medium.com/rahasak/container-vulnerability-scan-with-syft-and-grype-f4ec9cd4d7f1

Generating CycloneDX and SPDX SBOMs from code

• CycloneDX https://github.com/CycloneDX/cyclonedx-python
• SPDX
  • https://github.com/microsoft/sbom-tool
  • https://security.googleblog.com/2022/06/sbom-in-action-finding-vulnerabilities.html
  • https://github.com/spdx/spdx-to-osv/

More SBOM resources

• https://sysdig.com/blog/sbom-101-software-bill-of-materials
• https://mergebase.com/blog/best-tools-for-generating-sbom/
• https://github.com/opensbom-generator/spdx-sbom-generator
• https://pedrodelgallego.github.io/blog/engineering/capabilities/security/software-bill-of-materials-devsecops/
• https://github.com/devops-kung-fu/bomber
• https://github.com/IBM/sbom-utility
• https://paketo.io/docs/howto/sbom/#access-the-software-bill-of-materials-on-a-sample-application

Signing Docker images and verifying signatures

Sigstore tools

• Cosign: https://github.com/sigstore/cosign
• Keyless signing with GitHub Actions:
• https://www.chainguard.dev/unchained/zero-friction-keyless-signing-with-github-actions
• https://github.com/codepraxis-io/keyless-cosign
• Python sigstore module:
• https://github.com/sigstore/sigstore-python
• https://www.python.org/download/sigstore/
• https://blog.trailofbits.com/2022/11/08/sigstore-code-signing-verification-software-supply-chain/

Attesting artifacts

• in-toto: https://in-toto.io/
  • https://github.com/in-toto/attestation
• https://anchore.com/sbom/creating-sbom-attestations-using-syft-and-sigstore/
• OCI as attestations storage for your packages: https://nextjs.marcofranssen.nl/oci-as-attestations-storage-for-your-packages

Chainguard ecosystem

• Wolfi: https://github.com/wolfi-dev/os
• Apko: https://github.com/chainguard-dev/apko
• Melange: https://github.com/chainguard-dev/melange

Part 3 - GitHub Actions Workflows for Docker image creation and publishing

GitHub Actions Reusable Workflows

• Reusable workflows and reusable actions
• Types of triggers (branch, tag, release)
• https://docs.github.com/en/actions/using-workflows/reusing-workflows
• https://betterprogramming.pub/how-to-use-github-actions-reusable-workflow-8604e8cbf258

Safeguarding artifact integrity (SLSA)

• SLSA: https://slsa.dev/
• SLSA guide: https://fossa.com/blog/practical-guide-slsa-framework/
• SLSA verifier: https://github.com/slsa-framework/slsa-verifier
• Google Distroless achieves SLSA level 2: https://www.infoq.com/news/2022/10/distroless-slsa-level-two/
• VEX: https://cloud.google.com/blog/products/identity-security/how-vex-helps-sbomslsa-improve-supply-chain-visibility
• SLSA and GUAC: https://github.com/guacsec/guac
• https://slsa.dev/blog/2022/08/slsa-github-workflows-generic-ga
• https://slsa.dev/blog/2022/05/slsa-sbom

GitHub Actions and SLSA

• Generation of SLSA3+ provenance for native GitHub projects: https://github.com/slsa-framework/slsa-github-generator
• https://security.googleblog.com/2022/04/improving-software-supply-chain.html
• https://github.com/slsa-framework/github-actions-demo
• https://marcofranssen.nl/secure-your-software-supply-chain-using-sigstore-and-github-actions
• https://github.com/philips-labs/slsa-provenance-action
• Example of using SLSA GitHub Action Workflows: https://github.com/codepraxis-io/katana

Extra material

• Microsoft's Open Source Software (OSS) Secure Supply Chain (SSC) Framework: https://github.com/microsoft/oss-ssc-framework
• Running Dependency Track for inspecting SBOMs: https://dependencytrack.org/
• Kyverno policies for allowing only signed images to run in kind: https://kyverno.io/docs/writing-policies/verify-images/
  • https://nirmata.com/2022/09/29/how-to-migrate-from-kubernetes-pod-security-policies-to-kyverno/
• Carvel suite of tools: https://carvel.dev/
• Build reproducibility: https://buildpacks.io/docs/features/reproducibility/
  • https://medium.com/@michael.vittrup.larsen/why-we-should-use-latest-tag-on-container-images-fc0266877ab5
• CNI: https://medium.com/geekculture/k8s-network-cni-introduction-b035d42ad68f
• DevSecOps with GitHub security: https://learn.microsoft.com/en-us/azure/architecture/solution-ideas/articles/devsecops-in-github