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INTERPRETABLE INTRUSION DETECTION WITH TABNET ATTENTION MASKS ENHANCED BY INFORMATION GAIN AND GREY WOLF OPTIMIZATION

(Received: 21-Dec.-2025, Revised: 17-Feb.-2026 , Accepted: 12-Mar.-2026)
Mohamed Goismi,Mohamed Debbab,Moustafa Maaskri,Djamel Seghier
#Intrusion-detection system #Information gain #Grey wolf optimizer #TabNet #Deep learning #Feature selection #Hyper-parameter optimization #Network security
  • Views: 37
  • Downloads: 14
  • DOI: 10.5455/jjcit.71-1766245748
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Abstract

BRAIN-TUMOR CLASSIFICATION USING RESNET50 ENHANCED WITH SE AND CBAM ATTENTION MECHANISMS

(Received: 5-Dec.-2025, Revised: 15-Feb.-2026 , Accepted: 9-Mar.-2026)
Nadia Shamsulddin Abdulsattar,Fatimah S. Abdulsattar
#Brain Tumor #MRI #ResNet50 #Squeeze-and-Excitation (SE) #CBAM
  • Views: 32
  • Downloads: 13
  • DOI: 10.5455/jjcit.71-1764868722
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Abstract

AMBIENT BACKSCATTER-ASSISTED PASSIVE RELAYING WITH ENERGY HARVESTING: PERFORMANCE ANALYSIS

(Received: 11-Dec.-2025, Revised: 1-Feb.-2026 , Accepted: 22-Feb.-2026)
Lam-Dong Huynh,Lam-Thanh Tu,Quang-Sang Nguyen,Tan N. Nguyen
#Ambient backscatter communication #Energy harvesting #Outage probability #Relay-assisted network #Imperfect successive interference cancellation #Imperfect channel state information
  • Views: 27
  • Downloads: 11
  • DOI: 10.5455/jjcit.71-1765426560
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Abstract

A SCALABLE FEDERATED DEEP REINFORCEMENT LEARNING ARCHITECTURE FOR COLLABORATIVE LEARNING

(Received: 29-Dec.-2025, Revised: 8-Feb.-2026 , Accepted: 10-Feb.-2026)
Tarek Amine Haddad
#Federated learning #Deep reinforcement learning #Collaborative learning #Distributed intelligence #Scalability #Adaptive aggregation
  • Views: 30
  • Downloads: 11
  • DOI: 10.5455/jjcit.71-1767004702
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