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November 14, 2025
TransGraphNet: robust detection of malicious encrypted network traffic
via
transformer and graph neural models
Qiang Shi
,
Dacheng Shi
,
Liukun He
,
Qingjun Xiao
,
Liang Zheng
,
Jun Ma
,
Jingdong He
,
Qifan Zhang
https://doi.org/10.7717/peerj-cs.3353
November 14, 2025
A recurrent neural network for network-based intrusion detection
Abraham Berhanu
,
Sabarathinam Chockalingam
,
Jemal Abawajy
,
Shegaw Anagaw Mengiste
,
Shabbab Ali Algamdi
,
Dereje Ashenafi
https://doi.org/10.7717/peerj-cs.3306
November 6, 2025
Adaptive graph attention-based federated learning for IoT intrusion detection: mitigating poisoning attacks
Yousef Sanjalawe
,
Salam Al-E’mari
,
Tahani Alqurashi
,
Zahyah H. Alharbi
,
Sharif Naser Makhadmeh
,
Mohammad Alsharaiah
https://doi.org/10.7717/peerj-cs.3281
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