most citedSynthetic Data Aided Federated Learning Using Foundation Models

2 citations · 2 across the 1 of their papers we have counts for

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cs.CR2026

FedSurrogate: Backdoor Defense in Federated Learning via Layer Criticality and Surrogate Replacement

Fatima Z. Abacha, Sin G. Teo, Yuanxiang Wu +2

Federated Learning remains highly susceptible to backdoor attacks--malicious clients inject targeted behaviours into the global model. Existing defenses suffer from substantial fal…

cs.CR2024

Assessing Privacy Compliance of Android Third-Party SDKs

Mark Huasong Meng, Chuan Yan, Qing Zhang +5

Third-party Software Development Kits (SDKs) are widely adopted in Android app development, to effortlessly accelerate development pipelines and enhance app functionality. However,…