Detecting Attacks on Web Applications using Autoencoder. - Hieu Mac; Dung Truong; Lam Nguyen; Hoa N. Nguyen; Hai Anh Tran; Duc Tran (SoICT, 2018)

SDAID: Towards a Hybrid Signature and Deep Analysis-based Intrusion Detection Method. - Hoang V. Vo; Hoa Ngoc Nguyen; Tu N. Nguyen 001; Hanh Phuong Du (GLOBECOM, 2022)

LP Relaxation-Based Approximation Algorithms for Maximizing Entangled Quantum Routing Rate. - Tu N. Nguyen 001; Dung H. P. Nguyen; Dang H. Pham; Bing-Hong Liu; Hoa Ngoc Nguyen (ICC, 2022)

Towards a Webshell Detection Approach Using Rule-Based and Deep HTTP Traffic Analysis. - Ha Viet Le; Hoang V. Vo; Tu N. Nguyen 001; Hoa Ngoc Nguyen; Hung T. Du (ICCCI, 2022)

EnsFace: An Ensemble Method of Deep Convolutional Neural Networks with Novel Effective Loss Functions for Face Recognition. - Anh Duc Nguyen; Dat Trong Nguyen; Hanh Phuong Du; Hai Nam Dao Ngoc; Hoa Ngoc Nguyen (SoICT, 2022)

Leveraging AI-Driven Realtime Intrusion Detection by Using WGAN and XGBoost. - Hoang V. Vo; Duong H. Nguyen; Tuyen T. Nguyen; Hoa Ngoc Nguyen; Duan V. Nguyen (SoICT, 2022)

Maximizing Entanglement Routing Rate in Quantum Networks: Approximation Algorithms. - Tu N. Nguyen 001; Dung H. P. Nguyen; Dang H. Pham; Bing-Hong Liu; Hoa Ngoc Nguyen (CoRR, 2022)

A proactive method of the webshell detection and prevention based on deep traffic analysis. - Ha V. Le; Hanh Phuong Du; Hoa Ngoc Nguyen; Cuong N. Nguyen; Long V. Hoang (Int. J. Web Grid Serv., 2022)

From Fragmented Data to Collective Intelligence: A Data Fabric Approach for University Knowledge Management. - Lan Nguyen Thi Kim; Hoa Ngoc Nguyen; Son Nguyen Hoang (ICCCI, 2023)

GAN-Based Data Augmentation and Pseudo-label Refinement for Unsupervised Domain Adaptation Person Re-identification. - Anh D. Nguyen; Dang H. Pham; Hoa Ngoc Nguyen (ICCCI, 2023)

Enhancing AI - Powered Malware Detection by Parallel Ensemble Learning. - Hoang V. Vo; Phong H. Nguyen; Hau T. Nguyen; Duy B. Vu; Hoa Ngoc Nguyen (RIVF, 2023)

IQAGA: Image Quality Assessment-Driven Learning with GAN-Based Dataset Augmentation for Cross-Domain Person Re-Identification. - Dang H. Pham; Anh D. Nguyen; Long V. Vu; Hoa Ngoc Nguyen (SoICT, 2023)

An Efficient Hybrid Webshell Detection Method for Webserver of Marine Transportation Systems. - Ha Viet Le; Tu N. Nguyen 001; Hoa Ngoc Nguyen; Linh Le (IEEE Trans. Intell. Transp. Syst., 2023)

μPEWFace: Parallel ensemble of weighted deep convolutional neural networks with novel loss functions for face-based authentication. - Hanh Phuong Du; Anh D. Nguyen; Dat T. Nguyen; Hoa Ngoc Nguyen (Image Vis. Comput., 2023)

AI-powered intrusion detection in large-scale traffic networks based on flow sensing strategy and parallel deep analysis. - Hoang V. Vo; Hanh Phuong Du; Hoa Ngoc Nguyen (J. Netw. Comput. Appl., 2023)

TabGAN-Powered Data Augmentation and Explainable Boosting-Based Ensemble Learning for Intrusion Detection in Industrial Control Systems. - Tuyen T. Nguyen; Phong H. Nguyen; Minh Q. Nguyen; Hoa N. Nguyen (ICCCI (2), 2024)

uMentor: LLM-Powered Chatbot for Harnessing Technology Books in Digital Library. - Lan Nguyen Thi Kim; Long D. Pham; Hoa N. Nguyen (ICCCI (CCIS Volume 1), 2024)

Combination of Multiple Alignment Losses and Mutual Noise Filtering for Text-Based Person Search. - Anh D. Nguyen; Duc M. Nguyen; Hoa N. Nguyen (KSE, 2024)

Enhancing Webshell Detection With Deep Learning-Powered Methods. - Ha L. Viet; On V. Phung; Hoa N. Nguyen (CoRR, 2024)

GAN-based data augmentation and pseudo-label refinement with holistic features for unsupervised domain adaptation person re-identification. - Dang H. Pham; Anh D. Nguyen; Hoa Ngoc Nguyen (Knowl. Based Syst., 2024)

APELID: Enhancing real-time intrusion detection with augmented WGAN and parallel ensemble learning. - Hoang V. Vo; Hanh Phuong Du; Hoa Ngoc Nguyen (Comput. Secur., 2024)

Optimizing Resource Allocation and VNF Embedding in RAN Slicing. - Tu N. Nguyen 001; Thinh V. Le; Manh V. Nguyen; Hoa Ngoc Nguyen; Son Vu 001 (IEEE Trans. Netw. Serv. Manag., 2024)

A Novel Deep Ensemble Learning to Enhance User Authentication in Autonomous Vehicles. - Hanh Phuong Du; Anh D. Nguyen; Dat Trong Nguyen; Hoa Ngoc Nguyen; Dung H. P. Nguyen (IEEE Trans Autom. Sci. Eng., 2024)

TALIU: A Novel Decoder and Augmentation Strategy for Boosting Tampered Document Image Detection. - Anh-Duc Nguyen; Hye-Young Kim; Hoa N. Nguyen (IEEE Access, 2025)

MDOB: Enhancing resilient and explainable AI-powered malware detection using feature set optimization and Mutual Deep＋Boosting Ensemble Inference. - Hoang V. Vo; Hanh Phuong Du; Hoa N. Nguyen (J. Inf. Secur. Appl., 2025)

SCM-ReID: enhancing person re-identification by supervised contrastive-metric learning and hybrid loss optimization. - Dang Hai Pham; Hoa Ngoc Nguyen (J. Electronic Imaging, 2025)

Interweaving academic insights: advancing university knowledge management through a strategic data fabric framework. - Lan Nguyen Thi Kim; Son Nguyen Hoang; Hoa Ngoc Nguyen (Digit. Libr. Perspect., 2025)

Enhancing Text-Based Person Retrieval by Combining Fused Representation and Reciprocal Learning With Adaptive Loss Refinement. - Anh D. Nguyen; Hoa N. Nguyen (IEEE Trans. Image Process., 2025)