Items where Author is "Trần Nguyên Ngọc"

Journals peer-reviewed by Scopus

Nguyen, V.H. and Tran, N.N. (2024) Combining dynamic and static host intrusion detection features using variational long short-term memory recurrent autoencoder Объединение преимуществ динамического и статического обнаружения вторжений с использованием вариационного рекуррентного автокодировщика с долгой краткосрочной памятью. Vestnik Sankt-Peterburgskogo Universiteta, Prikladnaya Matematika, Informatika, Protsessy Upravleniya, 20 (1). pp. 34-51. ISSN 18119905

Nguyen, H.N. and Tran, N.N. and Hoang, T.H. and Cao, V.L. (2022) Denoising Latent Representation with SOMs for Unsupervised IoT Malware Detection. SN Computer Science, 3 (6). ISSN 2662995X

Nguyen, Huu Noi and Nguyen, Van Cuong and Tran, Nguyen Ngoc and Cao, Van Loi (2021) Feature Representation of AutoEncoders for Unsupervised IoT Malware Detection. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13076. pp. 272-290. ISSN 0302-9743

Vi, Bao Ngoc and Ngoc Tran, Nguyen and Vu The, Trung Giap (2021) A GAN-based approach for password guessing. In: UNSPECIFIED.

Vi, B.N. and Noi Nguyen, H. and Nguyen, N.T. and Truong Tran, C. (2019) Adversarial examples against image-based malware classification systems. In: 11th International Conference on Knowledge and Systems Engineering, KSE 2019, 24 October 2019 through 26 October 2019.

Shone, N. and Ngoc, T.N. and Phai, V.D. and Shi, Q. (2018) A Deep Learning Approach to Network Intrusion Detection. IEEE Transactions on Emerging Topics in Computational Intelligence, 2 (1): 8264962. pp. 41-50. ISSN 2471285X

Vu, L. and Thuy, H.V. and Nguyen, Q.U. and Ngoc, T.N. and Nguyen, D.N. and Hoang, D.T. and Dutkiewicz, E. (2018) Time Series Analysis for Encrypted Traffic Classification: A Deep Learning Approach. In: 18th International Symposium on Communication and Information Technology, ISCIT 2018, 26 September 2018 through 29 September 2018.

Dinh, P.V. and Ngoc, T.N. and Shone, N. and MacDermott, Á. and Shi, Q. (2017) Deep learning combined with de-noising data for network intrusion detection. In: 21st Asia Pacific Symposium on Intelligent and Evolutionary Systems, IES 2017, 15 November 2017 through 17 November 2017.

Ngoc, H.N. and Nguyen, N.T. (2016) An enhanced distance metric for keystroke dynamics classification. In: 8th International Conference on Knowledge and Systems Engineering, KSE 2016, 6 October 2016 through 8 October 2016.

Ngoc, T.N. (2015) An efficient LBP-based descriptor for real-time object detection. In: 7th IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2014, 14 December 2014 through 17 December 2014.

Others

Ngoc, T.N. and Bui, M.T. (2022) The role of internationalization of higher education in the innovation ecosystem at Le Quy Don Technical University. In: Internationalization of higher education in fostering innovation ecosystem in the vuca world.

Tran, N.N. (2020) Giới thiệu về TensorRT. [Teaching Resource]

Ngoc, T.N. and Neydorf, R.A (2006) Рекуррентно-диффеоморфный синтез квазиоптимальных по быстродействию ограниченных законов управления. Информатика и системы управления (2). pp. 119-128. ISSN 1814-2400