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

Abstract

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)

Abstract

(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

Abstract

(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)

Abstract