MAFT: Efficient Model-Agnostic Fairness Testing for Deep Neural Networks via Zero-Order Gradient Search.
Zhaohui WangMin ZhangJingran YangBojie ShaoMin ZhangPublished in: ICSE (2024)
Keyphrases
- neural network
- mathematical model
- search algorithm
- probabilistic model
- experimental data
- statistical model
- prior knowledge
- formal model
- neural network model
- computational model
- self organizing maps
- search mechanism
- multilayer perceptron
- search strategy
- information retrieval
- search engine
- high level
- optimal solution
- back propagation
- probability distribution
- data sets
- cost function
- multiscale
- search space
- artificial neural networks