Literature Overview

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Audited by Snyk on Jul 8, 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). The required workflow calls alphaxiv.discover_papers and ss.relevanceSearch, which at runtime return outsider-authored academic abstracts/snippets and metadata (public web/third-party scholarly sources) that the agent then places into the LLM context.

Issues (1)

W011
MEDIUM

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

Audit Metadata
Risk Level
MEDIUM
Analyzed
Jul 8, 2026, 03:50 PM
Issues
1