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Trust and health report

HPOBench - trust report

Sourced, dated trust signals - maintenance label posture, repository provenance, and security scan status. Not a composite safety grade.

GraphCanon updated today · GitHub synced today

Maintenance

Recency and activity heuristics from public GitHub metadata (maintenance label, momentum); methodology: github_public_v1.

Dormant18% signal

last push 416d ago · last release 4y

Provenance

Repository identity and fork provenance (github_public_v1).

Security scan

Dependency advisory security scan when a lockfile is present. Not a full code audit.

Status
8 low
Last scan
today
Scanner
osv@v1

Findings

PYSEC-2023-102
scipy@1.4.1 · requirements.txt
PYSEC-2023-114
scipy@1.4.1 · requirements.txt
GHSA-5545-2q6w-2gh6
numpy@1.18.1 · requirements.txt
GHSA-6p56-wp2h-9hxr
numpy@1.18.1 · requirements.txt
GHSA-f7c7-j99h-c22f
numpy@1.18.1 · requirements.txt
GHSA-fpfv-jqm9-f5jm
numpy@1.18.1 · requirements.txt
PYSEC-2021-856
numpy@1.18.1 · requirements.txt
PYSEC-2021-857
numpy@1.18.1 · requirements.txt

Method and caveats:these are sourced, dated heuristics from public GitHub data and optional dependency scans. A status like "no criticals found on 2026-07-11" is not a guarantee of safety. Read the full trust methodology · JSON report at /api/graphcanon/tools/automl-hpobench/trust.

Common questions

Is HPOBench maintained?
GraphCanon rates HPOBench "Dormant" (18% maintenance signal from public GitHub metadata, computed today). Last push was 416 days ago. This is a recency heuristic, not a guarantee the project will stay maintained.
Is HPOBench safe to use?
Last scanned today (deps profile). Status: 8 low - 8 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report. GraphCanon does not certify HPOBench as safe - review maintenance, provenance, and scan findings on this page before adopting.
Is HPOBench a fork?
No. HPOBench is not flagged as a fork in GitHub metadata at the time of the last refresh.
Does HPOBench have known security vulnerabilities?
Last scanned today (deps profile). Status: 8 low - 8 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report.
How often is the HPOBench trust report updated?
Trust signals refresh on GitHub ingest/refresh cycles and optional dependency/MCP scans. This report was computed today (methodology github_public_v1).
What does GraphCanon never claim about HPOBench?
We never publish a composite safety grade, pen-test endorsement, or "verified secure" label for HPOBench. Signals are sourced heuristics with explicit limits - see trust methodology.
How does GraphCanon assess trust for HPOBench?
Signals are sourced from public GitHub metadata and optional dependency/MCP manifest scans, each tagged with methodology version and computed date. GraphCanon does not publish a composite safety grade. Read trust methodology for full scope and limits.