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TFC-MAL: application of Triplet Loss for malware detection based on image representationDetecting polymorphic and zero-day malware remains a significant challenge due to the high similarity in characteristics between malicious variants and benign files, which reduces the effectiveness of... Author: Mai Dang Thi, Hien Dinh Cong Keyword: Malware detection Image-based malware analysis deep learning Triplet Loss zero-day malware
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Improving acoustic modeling for Vietnamese speech recognition via noise modelingAutomatic speech recognition (ASR) for Vietnamese still suffers severe accuracy loss in everyday acoustic scenes crowded with overlapping speech, popular music, traffic, and office equipment. We... Author: Nguyen Phuong Thu Keyword: Vietnamese Speech Recognition Acoustic Modeling Noise Modeling Data Augmentation TDNN-LSTM
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Factors affecting the effectiveness of school psychological counseling services: empirical evidence from general education schools in Nghe An provinceStudents’ mental health has increasingly become a critical issue in general education in the context of rising academic pressure, social challenges, and the growing impact of the digital environment.... Author: Ly Tran Hang, Le Thuc Anh, Nguyen Quynh Anh, Thuỳ Bùi Thanh, Kiền Nguyễn Trung, Hải Đặng Văn Keyword: School psychological counseling general education schools structural equation modeling counseling effectiveness Nghe An
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Phishing email detection using temporal behavioral modeling and transformer architecturesThis study addresses the challenge of effectively detecting phishing email campaigns that exhibit increasingly sophisticated and sequential behaviors. The primary objective is to develop a detection... Author: Hien Dang Thi, Duyen Tran Thi Keyword: Phishing detection email security temporal analysis transformer models multi-email sequence analysis BiLSTM urgency score suspicious score
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Investigating the impact of dictation technique on listening skills for first year English major studentsDictation techniques have been shown to be effective in addressing certain listening difficulties among language learners. This study aimed to identify the primary listening difficulties experienced... Author: Tuấn Nguyễn Hoàng, Hằng Nguyễn Thị Việt, Huyền Nguyễn Thị Ngọc, Nga Phùng Nguyễn Quỳnh Keyword: Dictation techniques listening difficulties listening skills student perceptions
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