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Intrusion detection in network systems using transformer based approachThe growing complexity of modern network infrastructures, driven by cloud computing, IoT, and 5G, poses significant challenges for traditional Intrusion Detection Systems (IDS), which often fail to... Author: Ngo Hoa Thi Keyword: Transformer Intrusion Detection Cybersecurity Network Traffic Deep Learning Anomaly Detection
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PDCA approach in quality management of lower secondary education: theoretical foundations and influencing factorsIn the context of general education reform, quality management in lower secondary schools requires a systematic and continuous improvement-oriented approach. This paper clarifies the theoretical... Author: Van Nguyen Thi Thanh, Thanh Thai Van Keyword: educational quality management lower secondary education PDCA continuous improvement influencing factors
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Trust-aware blockchain-assisted multi-agent DRL for secure and scalable routing in IoT-enabled MANETsThis paper proposes a trust-aware blockchain-assisted multi-agent deep reinforcement learning (MADRL) framework for secure and scalable routing in IoT-enabled Mobile Ad Hoc Networks (MANETs) under... Author: Phuong Hoang Thi Keyword: IoT networks Secure routing Blockchain Multi-agent deep reinforcement learning (MADRL) Double Deep Q-Network (DDQN)
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Explore the historical materialist perspective on the alienation of labour in the current digital age
This article examines the phenomenon of labour alienation in the digital age from the perspective of historical materialism, taking the contradiction between modern productive forces (Artificial... Author: Nguyen Van Sang Keyword: Labor Alienation Historical Materialism Digital Age Big Data and AI Artificial Intelligence
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Developing digital competence through project-based learning in high school Informatics educationIn the context of digital transformation in education, developing students’ digital competence through Informatics education has become increasingly important. However, classroom practice shows that... Author: Tran Thi Kim Oanh, Huyen Nguyen Thi Thu, Ha Tran Thi, Thi Le Thi Minh, Chi Nguyen Thi Quynh, Thu Nguyen Thi Phuong Keyword: Digital competence project-based learning informatics education 2018 General Education Curriculum rubric Circular No. 02/2025/TT-BGDĐT
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English - medium instruction at a university in Vietnam: lecturers’ readiness, challenges, and training needsThe use of English as a Medium of Instruction (EMI) in teaching disciplinary subjects has become an inevitable trend in the internationalization of higher education. This study investigates lecturers’... Author: Tram Anh Pham Dang, Nguyen Le Thi, Ngo Linh Hong Thi Keyword: EMI use readiness challenges training needs
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RiskAdversarial GNN-DRL framework for Robust communication in hostile MANET environmentsMobile ad hoc networks (MANETs) operating in hostile environments are vulnerable to coordinated wireless, routing, trust, and topology attacks. This paper proposes a tri-level
adversarial GNN–DRL... Author: Hoan Tran Quoc Keyword: Mobile ad-hoc networks Adversarial graph neural networks Trust-aware graph recovery Hierarchical deep reinforcement learning Self-play learning.
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Vietnam's international integration policy during the renovation period (1986-2025)International integration has been a significant policy and a consistent strategic direction of the Communist Party of Vietnam throughout the Doi Moi (Renovation) period (1986-2025). This represents a... Author: Tuấn Nguyên Văn, Chuong Nguyễn Anh Keyword: Policy integration international integration Vietnam
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GNN-enhanced multi-agent DRL for adaptive anti-jamming routing in MANETsThis paper proposes a GNN-enhanced multi-agent deep reinforcement learning framework for antijamming routing in mobile ad hoc networks. The approach combines temporal graph representations with... Author: Hanh Vu My, Oanh Le Thi Kieu Keyword: MANET Anti-jamming Graph Neural Networks (GNN) Multi-Agent Reinforcement Learning (MARL) Adversarial Learning
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Training students in Architecture in the digital and artificial intelligence age
Architecture is one of the technical fields with specific scientific, aesthetic, and social characteristics. The process of training in architecture is closely linked to technological development with... Author: Son Pham Hong Keyword: Architecture students digital age artificial intelligence parametric design modern architecture.
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