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Home/Authors/Christopher G. Brinton

Christopher G. Brinton

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
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Publications per year

1
26

Top categories

Crypto×1Systems and Control×1

Frequent co-authors

Xiaoyan Ma1×
Seohyun Lee1×
Taejoon Kim1×

Research Timeline

2026
Detecting and Mitigating Backdoor Attacks in OTA-FL Systems: A Two-Stage Robust Aggregation Scheme

The paper proposes a two-stage robust aggregation framework to detect and mitigate stealthy backdoor attacks in Over-the-air Federated Learning (OTA-FL) systems, effectively maintaining main-task accuracy.

Highlighted terms show continued research focus across papers

Papers

cs.CReess.SYRecentMay 19, 2026

Detecting and Mitigating Backdoor Attacks in OTA-FL Systems: A Two-Stage Robust Aggregation Scheme

Xiaoyan Ma, Seohyun Lee, Taejoon Kim, Christopher G. Brinton

The paper proposes a two-stage robust aggregation framework to detect and mitigate stealthy backdoor attacks in Over-the-air Federated Learning (OTA-FL) systems, effectively maintaining main-task accu…

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