Hoa Ngoc Nguyen

According to our database, Hoa Ngoc Nguyen authored at least 18 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., July, 2024

Optimizing Resource Allocation and VNF Embedding in RAN Slicing.

Tu N. Nguyen, Thinh V. Le, Manh V. Nguyen, Hoa Ngoc Nguyen, Son Vu

IEEE Trans. Netw. Serv. Manag., April, 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., January, 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

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., November, 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., November, 2023

An Efficient Hybrid Webshell Detection Method for Webserver of Marine Transportation Systems.

Ha Viet Le, Tu N. Nguyen, Hoa Ngoc Nguyen, Linh Le

IEEE Trans. Intell. Transp. Syst., February, 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

Proceedings of the 12th International Symposium on Information and Communication Technology, 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

Proceedings of the International Conference on Computing and Communication Technologies, 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

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

From Fragmented Data to Collective Intelligence: A Data Fabric Approach for University Knowledge Management.

Nguyen Thi Kim Lan, Hoa Ngoc Nguyen, Son Nguyen Hoang

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

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

Maximizing Entanglement Routing Rate in Quantum Networks: Approximation Algorithms.

Tu N. Nguyen, Dung H. P. Nguyen, Dang H. Pham, Bing-Hong Liu, Hoa Ngoc Nguyen

CoRR, 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

Proceedings of the 11th International Symposium on Information and Communication Technology, 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

Proceedings of the 11th International Symposium on Information and Communication Technology, 2022

Towards a Webshell Detection Approach Using Rule-Based and Deep HTTP Traffic Analysis.

Ha Viet Le, Hoang V. Vo, Tu N. Nguyen, Hoa Ngoc Nguyen, Hung T. Du

Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

LP Relaxation-Based Approximation Algorithms for Maximizing Entangled Quantum Routing Rate.

Tu N. Nguyen, Dung H. P. Nguyen, Dang H. Pham, Bing-Hong Liu, Hoa Ngoc Nguyen

Proceedings of the IEEE International Conference on Communications, 2022

SDAID: Towards a Hybrid Signature and Deep Analysis-based Intrusion Detection Method.

Hoang V. Vo, Hoa Ngoc Nguyen, Tu N. Nguyen, Hanh Phuong Du

Proceedings of the IEEE Global Communications Conference, 2022