Sara Bouchenak

schoolINSA Lyonbar_chart#10106 Global Rank

Total Papers

HCI Rank

#10106

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Years Active

Recent Publications

Bias Mitigation in Federated Learning for Edge Computing

Djebrouni 等人研究联邦学习在边缘计算场景中的公平性问题，提出偏差缓解方法以提升模型对各类边缘设备的适应性。

UBICOMP '232nd AuthorExplainable AI (XAI) +1

Robust Federated Learning for Ubiquitous Computing through Mitigation of Edge-Case Backdoor Attacks

"Federated Learning (FL) allows several data owners to train a joint model without sharing their training data. Such a paradigm is useful for better privacy in many ubiquitous computing systems. However, FL is vulnerable to poisoning attacks, where malicious participants attempt to inject a backdoor task in the model…

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