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Yin-Qian Zhang

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Preprint Sep 2026

INTCC: A Framework for Interactive Confidential Computing

Confidential computing leverages Trusted Execution Environments (TEEs) to ensure the confidentiality and integrity of data in use. However, TEEs rely on remote attestation to guarantee the integrity of their initial memory state. This model is fundamentally at odds with interactive development workflows. In scenarios l...

Qing-Zhe Bing, Kai-Yuan Zhang, Yin-Qian Zhang · 0 citations
#artificial intelligence Preprint Sep 2026

ActGov: Governing LLM Agent Actions via Policy-Constrained Validation

Large language model (LLM) agents increasingly execute long-horizon workflows through external tools, allowing untrusted outputs to influence subsequent actions and exceed user authorization. Existing defenses isolate injected content or constrain execution with predefined plans and static policies, but these approache...

Kai-Yuan Zhang, Yu-Ke Peng, Ke Jiang et al. · 1 citation · ⚡1

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