80 citations · 244 across the 14 of their papers we have counts for
Showing 2022 · cs.CRShow all
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cs.CR2022★ 1 cited
An Adaptive Black-box Backdoor Detection Method for Deep Neural Networks
Xinqiao Zhang, Huili Chen, Ke Huang +1
With the surge of Machine Learning (ML), An emerging amount of intelligent applications have been developed. Deep Neural Networks (DNNs) have demonstrated unprecedented performance…
cs.CR2022★ 6 cited
Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection
Yein Kim, Huili Chen, Farinaz Koushanfar
The goal of federated learning (FL) is to train one global model by aggregating model parameters updated independently on edge devices without accessing users' private data. Howeve…