Knowledge Transferability

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
Poisoning
Adversarial Transferability
Knowledge Transferability
2020.06.25 2025.05.28
Literature Database

Black-Box Adversarial Attack with Transferable Model-based Embedding

Authors: Zhichao Huang, Tong Zhang | Published: 2019-11-17 | Updated: 2020-01-05
Adversarial Example
Adversarial Attack Methods
Knowledge Transferability
2019.11.17 2025.05.28
Literature Database

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
Model Performance Evaluation
Adversarial Attack Methods
Knowledge Transferability
2019.11.07 2025.05.28
Literature Database

Membership Privacy for Machine Learning Models Through Knowledge Transfer

Authors: Virat Shejwalkar, Amir Houmansadr | Published: 2019-06-15 | Updated: 2020-12-31
Privacy Protection
Attack Method
Knowledge Transferability
2019.06.15 2025.05.28
Literature Database

Regularized Ensembles and Transferability in Adversarial Learning

Authors: Yifan Chen, Yevgeniy Vorobeychik | Published: 2018-12-05
Certified Robustness
Generalization Performance
Knowledge Transferability
2018.12.05 2025.05.28
Literature Database

Universal Successor Representations for Transfer Reinforcement Learning

Authors: Chen Ma, Junfeng Wen, Yoshua Bengio | Published: 2018-04-11
Reinforcement Learning Method
Knowledge Transferability
2018.04.11 2025.05.28
Literature Database