306 citations
- Shanghai Jiao Tong UniversityCN21 papers
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Showing cs.LGShow all
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cs.LG2026
Privacy-enhanced federated learning via asynchronous aggregation and local differential perturbation
Zhen Zhong, Shini Yang, Liesheng Wei
This study proposes a privacy-enhanced federated learning framework to address secure collaborative training in distributed data environments. The framework integrates Dynamic Diff…
cs.LG2020★ 306 cited
Smart Anomaly Detection in Sensor Systems: A Multi-Perspective Review
L. Erhan, M. Ndubuaku, M. Di Mauro +5
Anomaly detection is concerned with identifying data patterns that deviate remarkably from the expected behaviour. This is an important research problem, due to its broad set of ap…