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08/24/2022
TESTSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination
Discrimination has been shown in many machine learning applications, whi...
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07/21/2022
More constructions of n-cycle permutations
n-cycle permutations with small n have the advantage that their composit...
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04/20/2022
Causality-based Neural Network Repair
Neural networks have had discernible achievements in a wide range of app...
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01/11/2022
Improved Neural Distinguishers with (Related-key) Differentials: Applications in SIMON and SIMECK
In CRYPTO 2019, Gohr made a pioneering attempt, and successfully applied...
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07/18/2021
Probabilistic Verification of Neural Networks Against Group Fairness
Fairness is crucial for neural networks which are used in applications w...
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01/17/2019