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Fudan University
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LLM-based cybersecurity agents can now autonomously adapt and improve their attack strategies, outperforming even human-designed systems.
LLMs exhibit an "Alignment Illusion," where their apparent safety collapses under pressure, with the most capable models showing the most dramatic failures.
