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05/26/2022
Membership Inference Attack Using Self Influence Functions
Member inference (MI) attacks aim to determine if a specific data sample...
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09/16/2021
KATANA: Simple Post-Training Robustness Using Test Time Augmentations
Although Deep Neural Networks (DNNs) achieve excellent performance on ma...
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09/15/2019
Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors
Deep neural networks (DNNs) are notorious for their vulnerability to adv...
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03/31/2019
Self Supervised Occupancy Grid Learning from Sparse Radar for Autonomous Driving
Occupancy grid mapping is an important component of autonomous vehicle p...
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05/17/2018