SSL-ABD : An Adversarial Defense Method Against Backdoor Attacks in Self-supervised Learning.
Hui YangRuilin YangHeqiu CaiXiao ZhangQingqi PeiShaowei WangHongyang YanPublished in: AIS&P (1) (2023)
Keyphrases
- prior knowledge
- reinforcement learning
- high accuracy
- learning scheme
- learning systems
- detection method
- pairwise
- experimental evaluation
- cost function
- learning mechanism
- dynamic programming
- significant improvement
- active learning
- preprocessing
- similarity measure
- e learning
- learning environment
- computational cost
- objective function
- clustering method
- segmentation method
- neural nets
- learning algorithm
- data sets