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06/13/2023
Temporal Gradient Inversion Attacks with Robust Optimization
Federated Learning (FL) has emerged as a promising approach for collabor...
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05/26/2022
On Collective Robustness of Bagging Against Data Poisoning
Bootstrap aggregating (bagging) is an effective ensemble protocol, which...
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03/24/2022
GraphCoCo: Graph Complementary Contrastive Learning
Graph Contrastive Learning (GCL) has shown promising performance in grap...
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12/21/2021
Input-Specific Robustness Certification for Randomized Smoothing
Although randomized smoothing has demonstrated high certified robustness...
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11/27/2020
Association: Remind Your GAN not to Forget
Neural networks are susceptible to catastrophic forgetting. They fail to...
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09/18/2020