NoiseCAM: Explainable AI for the Boundary Between Noise and Adversarial Attacks

Author:

Tan Wenkai1,Renkhoff Justus2,Velasquez Alvaro3,Wang Ziyu4,Li Lusi4,Wang Jian5,Niu Shuteng6,Yang Fan1,Liu Yongxin1,Song Houbing2

Affiliation:

1. Embry-Riddle Aeronautical University,FL,USA,32114

2. University of Maryland,MD,USA,21250

3. University of Colorado Boulder,CO,USA,80309

4. Old Dominion University,VA,USA,23529

5. University of Tennessee at Martin,TN,USA,38237

6. Bowling Green State University,OH,USA,43403

Funder

National Science Foundation

Publisher

IEEE

Reference40 articles.

1. Coverage Guided Differential Adversarial Testing of Deep Learning Systems

2. Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement

3. Convergence of adversarial training in overparametrized neural networks;gao;Advances in neural information processing systems,2019

4. Tensorfuzz: De-bugging neural networks with coverage-guided fuzzing;odena;International Conference on Machine Learning,2019

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