Security context
What an agent needs to avoid regressing past fixes and find the next vuln in this repo.
kubeflow/katib
master @ 33c8ff4
8
Fixes
0
CVEs
HIGH
Peak severity
Highlights
Auth Bypass: 3 prior fixes. Scrutinize any change in this area.
Dockerfile: most-fixed (1 issue). Treat as high-risk during review.
4 high-severity fixes in this history; regressions here are high-impact.
Recurring patterns
The bug types that recur here, drawn from past fixes, not open vulnerabilities.
Auth Bypass: The UI backend endpoints exposed sensitive cluster mutations (creating and deleting runtime objects) and trial retrieval without enforcing identity verification or Kubernetes SubjectAccessReviews, exposing the cluster to unauthorized remote actions.
Privilege Escalation: Overly permissive wildcard ('*') RBAC roles and excessive ClusterRole bindings present severe opportunities for cluster-level compromise if the controller or core components are subverted.
Input Validation: Weak image reference parsing allowed potentially malicious or malformed container image formats to bypass standard validations, risking pod manipulation.