v1.24.11 release

What's Changed

• [release-1.24] test: fix CVE-2025-4673 in trivy action by @k8s-infra-cherrypick-robot in #2035
• [release-1.24] test: fix golint errors by @andyzhangx in #2038
• [release-1.24] chore(deps): bump build-image/debian-base from bookworm-v1.0.4 to bookworm-v1.0.5 in /pkg/blobplugin by @k8s-infra-cherrypick-robot in #2049
• [release-1.24] chore: fix helm chart index on release-1.24 by @andyzhangx in #2060
• doc: cut v1.24.11 release by @andyzhangx in #2061

Full Changelog: v1.24.10...v1.24.11