Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks

Tianqu Zhuang, Hongyao Yu, Yixiang Qiu, Hao Fang, Bin Chen +1 more
2/12/2026

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Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks

100PythonFeb 28, 20251 years ago

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@article{zhuang2026stealthy,
  title  = {Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks},
  author = {Tianqu Zhuang and Hongyao Yu and Yixiang Qiu and Hao Fang and Bin Chen and Shutao Xia},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:86a71a765fb10a412324214bd95e209879876a6f},
  journal = {ICLR 2025 2025}
}

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