Package evidence

mlflow==3.14.0

Py Import Time Subprocess: subprocess call — process spawning.

Trust signals

Why this verdict

PkgRadar discounts a release’s score when public reputation argues against novel malware. The verdict above already reflects these — the panel just explains what was applied.

Versions published: 182Mature · −50% score
First published: Jun 2018

Effective trust discount applied: −50% (max across signals — discounts don’t stack). New install-lifecycle deltas vs the previous release would clear the discount.

Recommended action

Review before promoting

Mixed signals: the package has indicators worth reading before allowing the update in automated dependency flows.

Inspect tarball Add to CI gate

Block this release in CIcurl · GitHub Actions

Fail the build when this package version is added or upgraded. Replace $PKGRADAR_TOKEN with a Pro / Team API key from your dashboard.

curl -fsS https://pkgradar.com/gate/npm \
  -H "Authorization: Bearer $PKGRADAR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"specs":["mlflow==3.14.0"],"fail_on":"review"}'

GitHub Actions step:

- name: PkgRadar gate
  run: |
    curl -fsS https://pkgradar.com/gate/npm \
      -H "Authorization: Bearer ${{ secrets.PKGRADAR_TOKEN }}" \
      -H "Content-Type: application/json" \
      -d '{"specs":["mlflow==3.14.0"],"fail_on":"review"}'

Publisherunknown

Artifact bytes11,792,369

Previous versionnone

Published2026-06-17T07:57:44

SHA-2565a1f818fa003035c724162096ce3ded7bc7bc47a1cae595df6173961983f4718

Why flagged

What the scanner saw

Py Import Time Subprocess: subprocess call — process spawning.

Not observed: package install, lifecycle script execution, or sandbox execution. PkgRadar only inspects on-disk artifacts.

Availability ledger

available

review

14h agoLast checked

reviewRisk

56Score

3.14.0Version

Status history (1 event)

new → available14h ago · risk review · score 56 · status changed

Evidence

Static findings

16 static · 0 from release diff · showing high-signal first.

Severity	Kind	Path	Detail	Points
medium	Py Import Time Subprocess	mlflow-3.14.0/mlflow/sagemaker/__init__.py	subprocess call — process spawning.	32
medium	Py Import Time Pickle Loads	mlflow-3.14.0/mlflow/pmdarima/__init__.py	pickle/marshal.loads — deserializes arbitrary objects, RCE if attacker-controlled.	24
medium	Py Import Time Pickle Loads	mlflow-3.14.0/mlflow/sklearn/__init__.py	pickle/marshal.loads — deserializes arbitrary objects, RCE if attacker-controlled.	24
high	Py Import Time Network Call	mlflow-3.14.0/mlflow/assistant/providers/__init__.py	Network call (urllib/requests/httpx/http.client) at install or import time.	16
high	Py Import Time Network Call	mlflow-3.14.0/mlflow/deployments/openai/__init__.py	Network call (urllib/requests/httpx/http.client) at install or import time.	16
medium	Credential file access	mlflow-3.14.0/mlflow/metrics/genai/model_utils.py	matched "aws_access_key"	10
medium	Credential file access	mlflow-3.14.0/mlflow/projects/backend/local.py	matched "AWS_SECRET_ACCESS_KEY"	10
medium	Credential file access	mlflow-3.14.0/mlflow/store/artifact/sftp_artifact_repo.py	matched ".ssh/"	10

Show all 16 findings (low-signal and informational)

Severity	Kind	Path	Detail	Points
medium	Py Import Time Subprocess	mlflow-3.14.0/mlflow/sagemaker/__init__.py	subprocess call — process spawning.	32
medium	Py Import Time Pickle Loads	mlflow-3.14.0/mlflow/pmdarima/__init__.py	pickle/marshal.loads — deserializes arbitrary objects, RCE if attacker-controlled.	24
medium	Py Import Time Pickle Loads	mlflow-3.14.0/mlflow/sklearn/__init__.py	pickle/marshal.loads — deserializes arbitrary objects, RCE if attacker-controlled.	24
high	Py Import Time Network Call	mlflow-3.14.0/mlflow/assistant/providers/__init__.py	Network call (urllib/requests/httpx/http.client) at install or import time.	16
high	Py Import Time Network Call	mlflow-3.14.0/mlflow/deployments/openai/__init__.py	Network call (urllib/requests/httpx/http.client) at install or import time.	16
medium	Credential file access	mlflow-3.14.0/mlflow/metrics/genai/model_utils.py	matched "aws_access_key"	10
medium	Credential file access	mlflow-3.14.0/mlflow/projects/backend/local.py	matched "AWS_SECRET_ACCESS_KEY"	10
medium	Credential file access	mlflow-3.14.0/mlflow/store/artifact/sftp_artifact_repo.py	matched ".ssh/"	10
low	Py Import Time Base64 Decode	mlflow-3.14.0/mlflow/server/auth/__init__.py	base64/hex decode in Python source.	8
low	Py Import Time Base64 Decode	mlflow-3.14.0/mlflow/transformers/__init__.py	base64/hex decode in Python source.	8
low	Credential file access	mlflow-3.14.0/mlflow/gateway/config.py	matched "aws_access_key"	5
low	Credential file access	mlflow-3.14.0/mlflow/gateway/providers/bedrock.py	matched "aws_access_key"	5
low	Credential file access	mlflow-3.14.0/mlflow/sagemaker/__init__.py	matched "aws_access_key"	5
low	Credential file access	mlflow-3.14.0/mlflow/server/gateway_api.py	matched "aws_access_key"	5
low	Credential file access	mlflow-3.14.0/mlflow/store/artifact/s3_artifact_repo.py	matched "aws_access_key"	5
low	Credential file access	mlflow-3.14.0/mlflow/utils/providers.py	matched "aws_access_key"	5