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Audited by Snyk on Sep 9, 2026

Risk Level: MEDIUM
Full Analysis

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

  • Third-party content exposure detected (low risk: 0.10). The workflow instructs the agent to fetch and read academic literature and preprints via Semantic Scholar, arXiv, and CrossRef, which allows outsider authors to publish indirect prompt injection payloads within paper abstracts and contents.

Issues (1)

W011
MEDIUM

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

Audit Metadata
Risk Level
MEDIUM
Analyzed
Sep 9, 2026, 07:05 PM
Issues
1
Security Audit — snyk — autoresearch