知識移転性

Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability

Authors: Kaizhao Liang, Jacky Y. Zhang, Boxin Wang, Zhuolin Yang, Oluwasanmi Koyejo, Bo Li | Published: 2020-06-25 | Updated: 2021-07-08
ポイズニング
敵対的移転性
知識移転性

Black-Box Adversarial Attack with Transferable Model-based Embedding

Authors: Zhichao Huang, Tong Zhang | Published: 2019-11-17 | Updated: 2020-01-05
敵対的サンプル
敵対的攻撃手法
知識移転性

White-Box Target Attack for EEG-Based BCI Regression Problems

Authors: Lubin Meng, Chin-Teng Lin, Tzyy-Ring Jung, Dongrui Wu | Published: 2019-11-07
モデル性能評価
敵対的攻撃手法
知識移転性

Membership Privacy for Machine Learning Models Through Knowledge Transfer

Authors: Virat Shejwalkar, Amir Houmansadr | Published: 2019-06-15 | Updated: 2020-12-31
プライバシー保護
攻撃手法
知識移転性

Regularized Ensembles and Transferability in Adversarial Learning

Authors: Yifan Chen, Yevgeniy Vorobeychik | Published: 2018-12-05
モデルの頑健性保証
一般化性能
知識移転性

Universal Successor Representations for Transfer Reinforcement Learning

Authors: Chen Ma, Junfeng Wen, Yoshua Bengio | Published: 2018-04-11
強化学習手法
知識移転性