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Audited by Snyk on Jul 7, 2026

Risk Level: MEDIUM
Full Analysis

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

  • Third-party content exposure detected (high risk: 0.75). High: the required runtime workflow runs scripts/resolve_papers.py, which fetches outsider-authored free text (paper titles/abstracts/venue strings) from public web APIs (DBLP/Crossref/Semantic Scholar/arXiv/OpenAlex) and then prints/returns that text for downstream LLM context; this is an indirect prompt-injection surface via provider-returned prose.

Issues (1)

W011
MEDIUM

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

Audit Metadata
Risk Level
MEDIUM
Analyzed
Jul 7, 2026, 01:03 PM
Issues
1
Security Audit — snyk — find-papers