Toan Tran
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126
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Crypto×1ML×1
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2026
Automated Membership Inference Attacks: Discovering MIA Signal Computations using LLM Agents
The paper introduces AutoMIA, a novel framework that uses LLM agents to automate the discovery and implementation of Membership Inference Attacks (MIAs), achieving state-of-the-art performance by systematically exploring attack strategies.
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