Model-Agnostic Adversarial Example Detection Through Logit Distribution Learning.
Yaopeng WangLehui XieXimeng LiuJia-Li YinTingjie ZhengPublished in: ICIP (2021)
Keyphrases
- learning models
- detection algorithm
- prior knowledge
- learning scheme
- parameter estimation
- mathematical model
- decision theoretic
- learning problems
- statistical model
- high level
- computational model
- knowledge acquisition
- supervised learning
- probability distribution
- probabilistic model
- learning systems
- model selection
- experimental data
- learning tasks
- formal model
- object detection
- hidden variables
- power law
- structured prediction
- automatically learned