miscellaneous-7
Neural Network Security
3260 papers • 126 benchmarks • 313 datasets
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Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis
Yuwei Sun, H. Ochiai, Jun Sakuma•Mon Mar 21 2022
The Attacking Distance-aware Attack (ADA) is proposed to enhance a poisoning attack by finding the optimized target class in the feature space by deducing pair-wise distances between different classes in the latent feature space from shared model parameters based on the backward error analysis.
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