AINeutralarXiv – CS AI · 6h ago6/10
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Shattering the Echo Chamber: Hidden Safeguards in Manuscripts Against the AI Takeover of Peer Review
Researchers propose IntraGuard, a defense framework that embeds hidden safeguards into PDF manuscripts to detect when AI chatbots are used to generate peer reviews instead of human experts. The system achieves 84% success rate in disrupting AI-generated reviews while maintaining transparency for legitimate human reviewers, addressing growing concerns about academic integrity as LLMs proliferate.