Van Quan Nguyen

According to our database, Van Quan Nguyen authored at least 16 papers between 2017 and 2024.

Collaborative distances:

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

2024

Deep clustering hierarchical latent representation for anomaly-based cyber-attack detection.

Van Quan Nguyen, Long Thanh Ngo, Le Minh Nguyen, Viet Hung Nguyen, Nathan Shone

Knowl. Based Syst., 2024

A Cascade Methodology to Evaluate Black-Box Recognition Systems Based on a Copycat Algorithm.

Dinh Cong Nguyen, Tam Le Nhan, Mai Van Hoan, Tuong Quan Nguyen, Van Quan Nguyen, The Cuong Nguyen

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

Deep Nested Clustering Auto-Encoder for Anomaly-Based Network Intrusion Detection.

Van Quan Nguyen, Thanh Long Ngo, Le Minh Nguyen, Viet Hung Nguyen, Nathan Shone

Proceedings of the International Conference on Computing and Communication Technologies, 2023

A Zero-Shot Deep Learning Approach for Unknown IoT Botnet Attack Detection.

Chi Duc Luu, Van Quan Nguyen, Truong Son Pham, Nhien-An Le-Khac

Proceedings of the International Conference on Computing and Communication Technologies, 2023

Hybrid of Deep Auto-Encoder and Maximum Mean Discrepancy for Cyber Reconnaissance Detection.

Van Quan Nguyen, Thanh Long Ngo, Le Minh Nguyen, Viet Hung Nguyen, Van Van Nguyen, Thi Hang Nguyen

Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Particle Swarm Optimization of Deep Auto-Encoder Network Architectures for Anomaly-based Intrusion Detection Systems.

Quoc Trung Tran, Van Quan Nguyen, Thanh Long Ngo

Proceedings of the 12th International Conference on Control, 2023

2022

A Novel Deep Clustering Variational Auto-Encoder for Anomaly-based Network Intrusion Detection.

Van Quan Nguyen, Viet Hung Nguyen, Tuan Hao Hoang, Nathan Shone

Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

2021

Automatically Estimate Clusters in Autoencoder-based Clustering Model for Anomaly Detection.

Van Quan Nguyen, Viet Hung Nguyen, Nhien-An Le-Khac, Van Loi Cao

Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2021

2020

Clustering-Based Deep Autoencoders for Network Anomaly Detection.

Van Quan Nguyen, Viet Hung Nguyen, Nhien-An Le-Khac, Van Loi Cao

Proceedings of the Future Data and Security Engineering - 7th International Conference, 2020

2019

Real-time event detection using recurrent neural network in social sensors.

Van Quan Nguyen, Tien Nguyen Anh, Hyung-Jeong Yang

Int. J. Distributed Sens. Networks, 2019

2018

NFV-Based Mobile Edge Computing for Lowering Latency of 4K Video Streaming.

Linh Van Ma, Van Quan Nguyen, Jaehyung Park, Jinsul Kim

Proceedings of the Tenth International Conference on Ubiquitous and Future Networks, 2018

Audio-based emotion recognition using GMM supervector an SVM linear kernel.

Dinh-Son Tran, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Luu Ngoc Do, Ngoc-Huynh Ho, Van Quan Nguyen

Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, 2018

Applications of Anomaly Detection Using Deep Learning on Time Series Data.

Van Quan Nguyen, Linh Van Ma, Jin-Young Kim, Kwang-Ki Kim, Jinsul Kim

Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

2017

Mapping of a sound environment by a mobile robot. (Cartographie d'un environnement sonore par un robot mobile).

Van Quan Nguyen

PhD thesis, 2017

Real-Time Earthquake Detection Using Convolutional Neural Network and Social Data.

Van Quan Nguyen, Hyung-Jeong Yang, Kyungbaek Kim, A-Ran Oh

Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

Multimodal learning using convolution neural network and Sparse Autoencoder.

Tien Duong Vu, Hyung-Jeong Yang, Van Quan Nguyen, A-Ran Oh, Mi-Sun Kim

Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017