PaperGuard benchmark shows multimodal AI reviewers are vulnerable to domain-specific attacks on text and figures and proposes a chunk-based embedding defense.
MARG: Multi-Agent Review Generation for Scientific Papers, January 2024
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Does AI Reviewer See the Full Picture? Attacking and Defending Multimodal Peer Review
PaperGuard benchmark shows multimodal AI reviewers are vulnerable to domain-specific attacks on text and figures and proposes a chunk-based embedding defense.