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Scopus Author ID: 57215341325
Scopus Author ID: 57201006985

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Works (19)

Investigation of the Rank of Numbers Represented in the Residue Number System

2024 | Book chapter
DOI: 10.1007/978-3-031-64010-0_21
Contributors: Viktor Kuchukov; Mikhail Babenko; Nikolay Kucherov; Nguyen Viet Hung
Source: check_circle
Crossref

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

Knowledge-Based Systems
2024-10 | Journal article
DOI: 10.1016/j.knosys.2024.112366
Contributors: Van Quan Nguyen; Long Thanh Ngo; Le Minh Nguyen; Viet Hung Nguyen; Nathan Shone
Source: check_circle
Crossref

Log Analysis For Network Attack Detection Using Deep Learning Models

2023-12-07 | Conference paper
DOI: 10.1145/3628797.3628943
Contributors: Huu Phong Pham; Viet Hung Nguyen; Ngoc Anh Tran; Minh Hieu Nguyen
Source: check_circle
Crossref

Using deep graph learning to improve dynamic analysis-based malware detection in PE files

Journal of Computer Virology and Hacking Techniques
2023-10-20 | Journal article
DOI: 10.1007/s11416-023-00505-x
Contributors: Minh Tu Nguyen; Viet Hung Nguyen; Nathan Shone
Source: check_circle
Crossref

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

2023 15th International Conference on Knowledge and Systems Engineering (KSE)
2023-10-18 | Conference paper
DOI: 10.1109/kse59128.2023.10299465
Contributors: Van Quan Nguyen; Thanh Long Ngo; Le Minh Nguyen; Viet Hung Nguyen; Van Van Nguyen; Thi Hang Nguyen
Source: Self-asserted source
Nguyen Viet Hung

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

2022 14th International Conference on Knowledge and Systems Engineering (KSE)
2022-10-19 | Conference paper
DOI: 10.1109/kse56063.2022.9953763
Contributors: Van Quan Nguyen; Viet Hung Nguyen; Tuan Hao Hoang; Nathan Shone
Source: Self-asserted source
Nguyen Viet Hung
grade
Preferred source (of 2)‎

udCATS: A Comprehensive Unsupervised Deep Learning Framework for Detecting Collective Anomalies in Time Series

Proceedings of the Seventh International Conference on Research in Intelligent and Computing in Engineering
2022-02-20 | Conference paper
DOI: 10.15439/2022r04
Part of ISSN: 2300-5963
Contributors: Truong Son Pham; Viet Hung Nguyen; Anh Thang Le; Van Duong Bui
Source: Self-asserted source
Nguyen Viet Hung

Multiple Error Correction in Redundant Residue Number Systems: A Modified Modular Projection Method with Maximum Likelihood Decoding

Applied Sciences
2022-01 | Journal article | Author
DOI: 10.3390/app12010463
Contributors: Mikhail Babenko; Anton Nazarov; Maxim Deryabin; Nikolay Kucherov; Andrei Tchernykh; Nguyen Viet Hung; Arutyun Avetisyan; Victor Toporkov
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Multidisciplinary Digital Publishing Institute
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Preferred source (of 3)‎

Cryptographic Primitives Optimization Based on the Concepts of the Residue Number System and Finite Ring Neural Network

2021 | Book chapter
DOI: 10.1007/978-3-030-85672-4_18
Contributors: Andrei Tchernykh; Mikhail Babenko; Bernardo Pulido-Gaytan; Egor Shiryaev; Elena Golimblevskaia; Arutyun Avetisyan; Nguyen Viet Hung; Jorge M. Cortés-Mendoza
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Crossref
grade
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A Robust PCA Feature Selection To Assist Deep Clustering Autoencoder-Based Network Anomaly Detection

2021 8th NAFOSTED Conference on Information and Computer Science (NICS)
2021-12-21 | Conference paper
DOI: 10.1109/nics54270.2021.9701456
Contributors: Van Quan Nguyen; Viet Hung Nguyen; Van Loi Cao; Nhien - An Le Khac; Nathan Shone
Source: Self-asserted source
Nguyen Viet Hung
grade
Preferred source (of 2)‎

Function exclusion in automated security patch testing using chopped symbolic execution

2021 8th NAFOSTED Conference on Information and Computer Science (NICS)
2021-12-21 | Conference paper
DOI: 10.1109/nics54270.2021.9701542
Source: Self-asserted source
Nguyen Viet Hung
grade
Preferred source (of 2)‎

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

2021 RIVF International Conference on Computing and Communication Technologies (RIVF)
2021-08-19 | Conference paper
DOI: 10.1109/rivf51545.2021.9642120
Contributors: Van Quan Nguyen; Viet Hung Nguyen; Nhien - An Le Khac; Van Loi Cao
Source: Self-asserted source
Nguyen Viet Hung

Clustering-Based Deep Autoencoders for Network Anomaly Detection

Future Data and Security Engineering
2020-11 | Other
DOI: 10.1007/978-3-030-63924-2_17
Part of ISSN: 0302-9743
Contributors: Van Quan Nguyen; Viet Hung Nguyen; Nhien-An Le-Khac; Van Loi Cao
Source: Self-asserted source
Nguyen Viet Hung via Crossref Metadata Search

Detecting Malware Based on Dynamic Analysis Techniques Using Deep Graph Learning

Future Data and Security Engineering
2020-11 | Other
DOI: 10.1007/978-3-030-63924-2_21
Part of ISSN: 0302-9743
Contributors: Nguyen Minh Tu; Nguyen Viet Hung; Phan Viet Anh; Cao Van Loi; Nathan Shone
Source: Self-asserted source
Nguyen Viet Hung via Crossref Metadata Search

A multi-scale context encoder for high quality restoration of facial images

2020 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)
2020-10 | Conference paper
DOI: 10.1109/mapr49794.2020.9237759
ISBN: 9781728165554
Source: Self-asserted source
Nguyen Viet Hung

Computationally secure threshold secret sharing scheme with minimal redundancy

The International Workshop on Information, Computation, and Control Systems for Distributed Environments
2020-07 | Other
DOI: 10.47350/iccs-de.2020.02
Contributors: M. Babenko; A. Tchernykh; E. Golimblevskaia; H.N. Viet; V. Chaurasiya
Source: Self-asserted source
Nguyen Viet Hung via Crossref Metadata Search

Behaviour-aware Malware Classification: Dynamic Feature Selection

2019 11th International Conference on Knowledge and Systems Engineering (KSE)
2019-10 | Other
DOI: 10.1109/kse.2019.8919491
Contributors: Phai Vu Dinh; Nathan Shone; Phan Huy Dung; Qi Shi; Nguyen Viet Hung; Tran Nguyen Ngoc
Source: Self-asserted source
Nguyen Viet Hung via Crossref Metadata Search

Malware detection based on directed multi-edge dataflow graph representation and convolutional neural network

2019 11th International Conference on Knowledge and Systems Engineering (KSE)
2019-10 | Other
DOI: 10.1109/kse.2019.8919284
Contributors: Nguyen Viet Hung; Pham Ngoc Dung; Tran Nguyen Ngoc; Vu Dinh Phai; Qi Shi
Source: Self-asserted source
Nguyen Viet Hung via Crossref Metadata Search

Using Deep Learning Model for Network Scanning Detection

Proceedings of the 4th International Conference on Frontiers of Educational Technologies - ICFET '18
2018 | Other
DOI: 10.1145/3233347.3233379
Contributors: Hung Nguyen Viet; Quan Nguyen Van; Linh Le Thi Trang; Shone Nathan
Source: Self-asserted source
Nguyen Viet Hung via Crossref Metadata Search

Peer review (1 review for 1 publication/grant)

Review activity for Computer networks. (1)
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