透かし評価

AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks

Authors: Chun-Chen Tu, Paishun Ting, Pin-Yu Chen, Sijia Liu, Huan Zhang, Jinfeng Yi, Cho-Jui Hsieh, Shin-Ming Cheng | Published: 2018-05-30 | Updated: 2020-01-31
クエリ生成手法
敵対的サンプルの検知
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Adversarial Noise Attacks of Deep Learning Architectures — Stability Analysis via Sparse Modeled Signals

Authors: Yaniv Romano, Aviad Aberdam, Jeremias Sulam, Michael Elad | Published: 2018-05-29 | Updated: 2019-08-05
スパース性最適化
モデルの頑健性保証
透かし評価

FairGAN: Fairness-aware Generative Adversarial Networks

Authors: Depeng Xu, Shuhan Yuan, Lu Zhang, Xintao Wu | Published: 2018-05-28
フェアネス学習
公平性のあるAIモデルの作成
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