SoK: Certified Robustness for Deep Neural Networks

Author:

Li Linyi1,Xie Tao2,Li Bo1

Affiliation:

1. University of Illinois Urbana-Champaign

2. MoE (Peking University),Key Laboratory of High Confidence Software Technologies

Publisher

IEEE

Reference222 articles.

1. Embedding symbolic knowledge into deep networks;xie;Advances in neural information processing systems,2019

2. Formal security analysis of neural networks using symbolic intervals;wang;27th USENIX Security Symposium (USENIX Security 18),2018

3. Efficient probabilistic logic reasoning with graph neural networks;zhang;International Conference on Learning Representations,2019

4. Neural network branching for neural network verification;lu;International Conference on Learning Representations,2020

5. Machine Unlearning

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