Quang Uy Nguyen

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 20

Top Topics

Genetic Programming

Transfer Learning

Intrusion Detection

Top Venues

IEEE Trans. Cybern.

Publications

Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz
Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems. IEEE Internet Things J. 11 (8) (2024)
Phai Vu Dinh, Diep N. Nguyen, Dinh Thai Hoang, Quang Uy Nguyen, Eryk Dutkiewicz, Son Pham Bao
Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems. CoRR (2024)
Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz
Twin Auto-Encoder Model for Learning Separable Representation in Cyberattack Detection. CoRR (2024)
Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Son Pham Bao, Eryk Dutkiewicz
Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems. CoRR (2023)
Ly Vu, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz
Deep Generative Learning Models for Cloud Intrusion Detection Systems. IEEE Trans. Cybern. 53 (1) (2023)
Trong Binh Hoang, Ly Vu, Quang Uy Nguyen
A Data Sampling and Two-Stage Convolution Neural Network for IoT Devices Identification. RIVF (2022)
Ly Vu, Van Loi Cao, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz
Learning Latent Representation for IoT Anomaly Detection. IEEE Trans. Cybern. 52 (5) (2022)
Anh Le, Quang Uy Nguyen, Ngoc Tran Nguyen, Hai-Hong Phan, Thi Huong Chu
An integration of Pseudo Anomalies and Memory Augmented Autoencoder for Video Anomaly Detection. SoICT (2022)
Thi Huong Chu, Quang Uy Nguyen
Network Anomaly Detection Using Genetic Programming with Semantic Approximation Techniques. RIVF (2021)
Quang Uy Nguyen, Thi Huong Chu
Semantic approximation for reducing code bloat in Genetic Programming. Swarm Evol. Comput. 58 (2020)
Ly Vu, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz
Deep Transfer Learning for IoT Attack Detection. IEEE Access 8 (2020)
Cong Thanh Bui, Van Loi Cao, Minh Hoang, Quang Uy Nguyen
A Clustering-based Shrink AutoEncoder for Detecting Anomalies in Intrusion Detection Systems. KSE (2019)
Ly Vu, Van Loi Cao, Quang Uy Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz
Learning Latent Distribution for Distinguishing Network Traffic in Intrusion Detection System. ICC (2019)
Thi Huong Chu, Quang Uy Nguyen, Michael O'Neill
Semantic tournament selection for genetic programming based on statistical analysis of error vectors. Inf. Sci. (2018)
Thi Huong Chu, Quang Uy Nguyen, Van Loi Cao
Semantics Based Substituting Technique for Reducing Code Bloat in Genetic Programming. SoICT (2018)
Ly Vu, Cong Thanh Bui, Quang Uy Nguyen
A Deep Learning Based Method for Handling Imbalanced Problem in Network Traffic Classification. SoICT (2017)
Huy Van Nguyen, Trung Thanh Nguyen, Quang Uy Nguyen
Sequential ensemble method for unsupervised anomaly detection. KSE (2017)
Ly Vu, Dong Van Tra, Quang Uy Nguyen
Learning from imbalanced data for encrypted traffic identification problem. SoICT (2016)
Thi Huong Chu, Quang Uy Nguyen, Michael O'Neill
Tournament Selection Based on Statistical Test in Genetic Programming. PPSN (2016)
Quang Uy Nguyen, Tuan Anh Pham, Xuan Hoai Nguyen, James McDermott
Subtree semantic geometric crossover for genetic programming. Genet. Program. Evolvable Mach. 17 (1) (2016)
Thi Thu Huong Dinh, Thi Huong Chu, Quang Uy Nguyen
Transfer learning in Genetic Programming. CEC (2015)
Thi Huong Chu, Quang Uy Nguyen
A new implementation to speed up Genetic Programming. RIVF (2015)
Trung Thanh Nguyen, Anh Tuan Nguyen, Tuan Anh Ha Nguyen, Ly Thi Vu, Quang Uy Nguyen, Long Dao Hai
Unsupervised Anomaly Detection in Online Game. SoICT (2015)
Thi Anh Le, Thi Huong Chu, Quang Uy Nguyen, Xuan Hoai Nguyen
Malware detection using genetic programming. CISDA (2014)
Truong Son Pham, Quang Uy Nguyen, Xuan Hoai Nguyen
Generating artificial attack data for intrusion detection using machine learning. SoICT (2014)
Pham Tuan Anh, Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill
Examining the Diversity Property of Semantic Similarity Based Crossover. EuroGP (2013)
Quang Uy Nguyen, Truong Cong Doan, Xuan Hoai Nguyen, Michael O'Neill
Guiding function set selection in genetic programming based on fitness landscape analysis. GECCO (Companion) (2013)
Pham Tuan Anh, Quang Uy Nguyen, Xuan Hoai Nguyen
Phishing Attacks Detection Using Genetic Programming. KSE (2) (2013)
Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill, Alexandros Agapitos
An Investigation of Fitness Sharing with Semantic and Syntactic Distance Metrics. EuroGP (2012)
Nguyen Thi Hien, Xuan Hoai Nguyen, Bob McKay, Quang Uy Nguyen
Where Should We Stop? An Investigation on Early Stopping for GP Learning. SEAL (2012)
Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O'Neill
Examining the landscape of semantic similarity based mutation. GECCO (2011)
Xuan Hoai Nguyen, Quang Uy Nguyen, Robert I. McKay
PSO with randomized low-discrepancy sequences. GECCO (2007)