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FLARE: Defending Federated Learning against Model Poisoning Attacks via Latent Space Representations

https://doi.org/10.1145/3488932.3517395

Wang, Ning ; Xiao, Yang ; Chen, Yimin ; Hu, Yang ; Lou, Wenjing ; Hou, Y. Thomas ( May 2022 , ACM ASIA CCS 2022)

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FeCo: Boosting Intrusion Detection Capability in IoT Networks via Contrastive Learning

https://doi.org/10.1109/INFOCOM48880.2022.9796926

Wang, Ning ; Chen, Yimin ; Hu, Yang ; Lou, Wenjing ; Hou, Y. Thomas ( May 2022 , IEEE INFOCOM 2022 - IEEE Conference on Computer Communications)

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Decentralized Spectrum Access System: Vision, Challenges, and a Blockchain Solution

https://doi.org/10.1109/MWC.101.2100354

Xiao, Yang ; Shi, Shanghao ; Lou, Wenjing ; Wang, Chonggang ; Li, Xu ; Zhang, Ning ; Hou, Y. Thomas ; Reed, Jeffrey H. ( February 2022 , IEEE Wireless Communications)

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MANDA: On Adversarial Example Detection for Network Intrusion Detection System

Wang, Ning ; Chen, Yimin ; Xiao, Yang ; Hu, Yang ; Lou, Wenjing ; Hou, Thomas ( January 2022 , IEEE transactions on dependable and secure computing)

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Challenges and New Directions in Securing Spectrum Access Systems

https://doi.org/10.1109/JIOT.2021.3064583

Shi, Shanghao ; Xiao, Yang ; Lou, Wenjing ; Wang, Chonggang ; Li, Xu ; Hou, Y. Thomas ; Reed, Jeffrey H. ( April 2021 , IEEE Internet of Things Journal)

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