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ANALYSIS OF PCAP-DERIVED FLOW-BASED TRAFFIC REPRESENTATION FOR LIGHTWEIGHT INTRUSION DETECTION

(Received: 13-Mar.-2026, Revised: 30-May-2026 , Accepted: 6-Jun.-2026)
Andrés Eduardo Villamarín Olmos,Edward Paul Guillen Pinto
#Intrusion detection systems (IDSs) #Network traffic classification #UNSW-NB15 #Machine learning #Network security
  • Views: 47
  • Downloads: 18
  • DOI: 10.5455/jjcit.71-1755027157
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ABPC-NET: A CAPSULE-GUIDED HYBRID FRAMEWORK FOR ROBUST ARABIC-TEXT CLASSIFICATION

(Received: 7-Mar.-2026, Revised: 18-Apr.-2026, 10-May-2026 and 16-May-2026 , Accepted: 29-May-2026)
Baqer M. Merzah,Jafar Razmara
#Arabic text classification #Deep learning #Transformer models #Capsule networks #Natural-language processing (NLP)
  • Views: 103
  • Downloads: 29
  • DOI: 10.5455/jjcit.71-1772880018
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ON THE RELIABILITY AND SPECTRAL EFFICIENCY OF MULTI-ANTENNA AF RELAY-AIDED NOMA NETWORKS

(Received: 27-Feb.-2026, Revised: 30-Apr.-2026 , Accepted: 4-May-2026)
Hong-Nhu Nguyen,Mui Van Nguyen,Minh Xuan Pham,Sang-Quang Nguyen
#Cooperative non-orthogonal multiple access (NOMA) #Multi-antenna AF relaying #Spatial diversity #Nakagami-k fading #Outage probability #Ergodic capacity
  • Views: 410
  • Downloads: 146
  • DOI: 10.5455/jjcit.71-1772102720
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ON THE EFFECT OF KEYHOLE CHANNEL IN RSMA NETWORKS: A THEORETICAL OUTAGE ANALYSIS

(Received: 20-Feb.-2026, Revised: 16-Apr.-2026 , Accepted: 30-Apr.-2026)
Hong-Nhu Nguyen,Phong-Cuong Ngo
#Keyhole channel #Rate-splitting multiple access (RSMA) #Outage probability #Nakagami-m #Imperfect SIC #Diversity order #Non-orthogonal multiple access (NOMA)
  • Views: 337
  • Downloads: 89
  • DOI: 10.5455/jjcit.71-1771168818
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