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12/14/2020
HaS-Nets: A Heal and Select Mechanism to Defend DNNs Against Backdoor Attacks for Data Collection Scenarios
We have witnessed the continuing arms race between backdoor attacks and ...
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01/29/2019
RED-Attack: Resource Efficient Decision based Attack for Machine Learning
Due to data dependency and model leakage properties, Deep Neural Network...
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11/04/2018
SSCNets: A Selective Sobel Convolution-based Technique to Enhance the Robustness of Deep Neural Networks against Security Attacks
Recent studies have shown that slight perturbations in the input data ca...
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11/04/2018