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論文筆記:Membership Inference Attacks Against Machine Learning Models
時間 2021-01-02
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Membership Inference Attacks Against Machine Learning Models 簡介:這篇文章關注機器學習模型的隱私泄露問題,提出了一種成員推理攻擊:給出一條樣本,可以推斷該樣本是否在模型的訓練數據集中——即便對模型的參數、結構知之甚少,該攻擊仍然有效。其核心在於其提出的shadow learning技術。 問題設定 考慮多分類問題,模型的輸出是一個預測向
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相關文章
1.
論文解析:Membership Inference Attacks Against Machine Learning Models(一看即懂)
2.
論文學習筆記 MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples
3.
論文筆記:ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learn
4.
Practical Black-Box Attacks against Machine Learning
5.
[paper]Practical Black-Box Attacks against Machine Learning
6.
MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples
7.
Practical Black-Box Attacks against Machine Learning 閱讀筆記
8.
Machine Learning & Deep Learning 論文閱讀筆記
9.
論文解析:Machine Learning with Membership Privacy using Adversarial Regularization
10.
Classification and inference with machine learning
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