paper-verification

Pass

Audited by Gen Agent Trust Hub on Oct 14, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill defines a methodology for ingesting and processing external, potentially untrusted data, which creates an indirect prompt injection attack surface.
  • Ingestion points: The skill instructions require the agent to read and extract data from .tex files, source code files, result logs (e.g., eval_results.json), and external citation metadata (DBLP).
  • Boundary markers: The methodology lacks instructions for using delimiters or boundary markers to isolate untrusted content from the agent's primary instructions.
  • Capability inventory: The skill leverages the agent's file system access and potentially network access (for DBLP lookups) to perform audits. Malicious instructions embedded in a paper or code comment could potentially influence the agent's behavior during the audit.
  • Sanitization: There are no requirements for sanitizing or escaping the content extracted from external files before it is interpolated into the agent's reasoning or reporting context.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 14, 2026, 05:45 AM