3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.CR2025
TrojanDam: Detection-Free Backdoor Defense in Federated Learning through Proactive Model Robustification utilizing OOD Data
Yanbo Dai, Songze Li, Zihan Gan +1
Federated learning (FL) systems allow decentralized data-owning clients to jointly train a global model through uploading their locally trained updates to a centralized server. The…
cs.SE2024
Preserving Privacy in Software Composition Analysis: A Study of Technical Solutions and Enhancements
Huaijin Wang, Zhibo Liu, Yanbo Dai +4
Software composition analysis (SCA) denotes the process of identifying open-source software components in an input software application. SCA has been extensively developed and adop…
cs.LG2023★ 3 cited
Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning
Yanbo Dai, Songze Li
In a federated learning (FL) system, distributed clients upload their local models to a central server to aggregate into a global model. Malicious clients may plant backdoors into…