simpo-training

Warn

Audited by Snyk on Jun 29, 2026

Risk Level: MEDIUM
Full Analysis

MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).

  • Third-party content exposure detected (high risk: 0.85). Training uses dataset_mixer entries like HuggingFaceH4/ultrafeedback_binarized / argilla/... which are public Hugging Face datasets fetched at runtime; their prompt/chosen/rejected text becomes LLM-readable training context (indirect prompt injection risk via dataset content).

MEDIUM W012: Unverifiable external dependency detected (runtime URL that controls agent).

  • Potentially malicious external URL detected (high risk: 0.80). The quick-start installs remote code via "git clone https://github.com/huggingface/alignment-handbook.git" followed by "python -m pip install .", which fetches and executes third-party code as a required setup dependency (remote repository executed locally).

Issues (2)

W011
MEDIUM

Third-party content exposure detected (indirect prompt injection risk).

W012
MEDIUM

Unverifiable external dependency detected (runtime URL that controls agent).

Audit Metadata
Risk Level
MEDIUM
Analyzed
Jun 29, 2026, 12:54 AM
Issues
2
Security Audit — snyk — simpo-training