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20182026
most citedAdversarial Sample Detection for Deep Neural Network through Model Mutation Testing

153 citations · 224 across the 15 of their papers we have counts for

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cond-mat.stat-mech2021

Influence of spin fluctuations on structural phase transitions of iron

Ning Wang, Thomas Hammerschmidt, Tilmann Hickel +2

The effect of spin fluctuations on the (bcc) - (fcc) - (bcc) structural phase transitions in iron is investigated with a tight-binding (TB) model. The orthogonal -va…

cs.LG2021★ 3 cited

Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling

Peixin Zhang, Jingyi Wang, Jun Sun +5

Although deep learning has demonstrated astonishing performance in many applications, there are still concerns about its dependability. One desirable property of deep learning appl…