Distribution Preserving Backdoor Attack in Self-supervised Learning

Author:

Tao Guanhong1,Wang Zhenting2,Feng Shiwei1,Shen Guangyu1,Ma Shiqing3,Zhang Xiangyu1

Affiliation:

1. Purdue University

2. Rutgers University

3. University of Massachusetts Amherst

Publisher

IEEE

Reference96 articles.

1. Drupe

2. T-miner: A generative approach to defend against trojan attacks on dnn-based text classification;Azizi;USENIX Security,2021

3. Data2vec: A general framework for self-supervised learning in speech, vision and language;Baevski;ICML,2022

4. Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures

5. How to backdoor federated learning;Bagdasaryan;AISTATS,2020

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