Task Adaptation Method

Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations

Authors: Pu Zhao, Parikshit Ram, Songtao Lu, Yuguang Yao, Djallel Bouneffouf, Xue Lin, Sijia Liu | Published: 2020-09-29 | Updated: 2022-08-17
Few-Shot Learning
Task Adaptation Method
Optimization Methods

Self-supervised Learning: Generative or Contrastive

Authors: Xiao Liu, Fanjin Zhang, Zhenyu Hou, Zhaoyu Wang, Li Mian, Jing Zhang, Jie Tang | Published: 2020-06-15 | Updated: 2021-03-20
Task Adaptation Method
Deep Learning Method
Self-Supervised Learning

Adversarial Reprogramming of Text Classification Neural Networks

Authors: Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar | Published: 2018-09-06 | Updated: 2019-08-15
Task Adaptation Method
Certified Robustness
Adversarial Transferability