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audit2rbac

Overview

audit2rbac takes a Kubernetes audit log and username as input, and generates RBAC role and binding objects that cover all the API requests made by that user.

Demo Video

User Instructions

  1. Obtain a Kubernetes audit log containing all the API requests you expect your user to perform:

    • The log must be in JSON format. This requires running an API server with --feature-gates=AdvancedAudit=true and an --audit-policy-file defined. See documentation for more details.
    • v1alpha1 or v1beta1 audit events are supported.
    • The Metadata log level works best to minimize log size.
    • To exercise all API calls, it is sometimes necessary to grant broad access to a user or application to avoid short-circuiting code paths on failed API requests. This should be done cautiously, ideally in a development environment.
    • A sample audit policy and a sample audit log containing requests from alice, bob, and the service account ns1:sa1 is available.

  2. Identify a specific user you want to scan for audit events for and generate roles and role bindings for:

    • Specify a normal user with --user <username>
    • Specify a service account with --serviceaccount <namespace>:<name>

  3. Run audit2rbac, capturing the output:

    audit2rbac -f https://git.io/v51iG --user alice             > alice-roles.yaml
audit2rbac -f https://git.io/v51iG --user bob               > bob-roles.yaml
audit2rbac -f https://git.io/v51iG --serviceaccount ns1:sa1 > sa1-roles.yaml

  4. Inspect the output to verify the generated roles/bindings:

    more alice-roles.yaml
    apiVersion: rbac.authorization.k8s.io/v1
kind: Role
metadata:
  labels:
    audit2rbac.liggitt.net/generated: "true"
    audit2rbac.liggitt.net/user: alice
  name: audit2rbac:alice
  namespace: ns1
rules:
- apiGroups:
  - ""
  resources:
  - configmaps
  - pods
  - secrets
  verbs:
  - get
  - list
  - watch
---
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
metadata:
  labels:
    audit2rbac.liggitt.net/generated: "true"
    audit2rbac.liggitt.net/user: alice
  name: audit2rbac:alice
  namespace: ns1
roleRef:
  apiGroup: rbac.authorization.k8s.io
  kind: Role
  name: audit2rbac:alice
subjects:
- apiGroup: rbac.authorization.k8s.io
  kind: User
  name: alice

  5. Load the generated roles/bindings:

    kubectl create -f roles.yaml

role "audit2rbac:alice" created
rolebinding "audit2rbac:alice" created

Developer Instructions

Requirements:

  • Go 1.9.x
  • Glide 0.13.1+

To build and install from source:

go get -d github.com/liggitt/audit2rbac
cd $GOPATH/src/github.com/liggitt/audit2rbac
git fetch --tags
make install-deps
make install