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Home/Authors/Lei Pan

Lei Pan

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

ML×1Crypto×1

Frequent co-authors

Devashish Chaudhary1×
Sutharshan Rajasegarar1×
Shiva Raj Pokhrel1×
Ruby D1×

Research Timeline

2026
In-network Attack Detection with Federated Deep Learning in IoT Networks: Real Implementation and Analysis

This paper proposes and evaluates a federated deep learning framework using autoencoders for lightweight, privacy-preserving, and scalable real-time anomaly detection in resource-constrained IoT networks.

Highlighted terms show continued research focus across papers

Papers

cs.LGcs.CRRecentMar 23, 2026

In-network Attack Detection with Federated Deep Learning in IoT Networks: Real Implementation and Analysis

Devashish Chaudhary, Sutharshan Rajasegarar, Shiva Raj Pokhrel, Lei Pan +1 more

This paper proposes and evaluates a federated deep learning framework using autoencoders for lightweight, privacy-preserving, and scalable real-time anomaly detection in resource-constrained IoT netwo…

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