UNDER REVIEW OR ACCEPTED
[51] Le, Tran Duc, Le-Dinh, Thang, Uwizeyemungu, Sylvestre. Cybersecurity Analytics for Enterprise Environment: A Systematic Literature Review. ACM Computing Surveys, 2023. (Under review)
[50] Dam, Quang Tien, Le, Viet Trung, Le, Tran Duc, Uwizeyemungu, Sylvestre, Le-Dinh, Thang. Visualizing Portable Executable Headers for Ransomware Detection: A Deep Learning-Based Approach. Journal of Universal Computer Science (J.UCS), 2023. (Under review)
[49] Le, Tran Duc, Le-Dinh, Thang, Uwizeyemungu, Sylvestre, Doan, Xuan Hung, Dinh, Truong Duy. SafeDocs: A Machine Learning-Based Framework for Malicious PDF Detection Tailored for SMEs. In The 2023 RIVF International Conference on Computing and Communication Technologies, 2023. (Under review)
[48] Do, Phuc Hao, Pham, Van Quan,Le, Tran Duc, Dinh, Truong Duy, Nguyen, Nang Hung Van, Pham, Minh Tuan. Unveiling the Power of Pretrained Models for Neural Machine Translation in Vietnamese Language: A Comparative Analysis. In The 2023 RIVF International Conference on Computing and Communication Technologies, 2023. (Under review)
[47] Le, Viet Trung, Do, Phuc Hao, Uwizeyemungu, Sylvestre, Le-Dinh, Thang, Le, Tran Duc. Utilizing InfoGAN and PE Header Features for Synthetic Ransomware Image Generation: An Experimental Study. In The 10th International Conference on Future Data and Security Engineering (FDSE), Springer, 2023. (Accepted)
[46] Truong, Cong Khoa, Do, Phuc Hao, Le, Tran Duc. A Comparative Analysis of E-mail Phishing Detection Methods: A Deep Learning Perspective. In IET/IEEE, 2023. (Accepted)
[45] Le, Tran Duc, Dinh, Truong Duy, Dang, Quoc Khanh, Nguyen, Thi Le Quyen, Kirichek, Ruslan. A Comparative Analysis of Blockchain-Based Authentication Models for IoT Networks. In EAI/Springer Innovations in Communication and Computing, Springer, 2023. (Accepted)
[44] Le, Tran Duc, Do, Phuc Hao, Nguyen, Duc Tai, Phung, Van Thang, Nguyen, Cong Danh, Dinh, Truong Duy. Federated Learning for Linux Malware Detection: An Experimental Study. In EAI/Springer Innovations in Communication and Computing, Springer, 2023. (Accepted)
[43] Do, Phuc Hao, Le, Tran Duc, Berezkin, Aleksandr, Kirichek, Ruslan. Analysis of intelligent compression methods for traffic transmission in satellite communication channels. In EAI/Springer Innovations in Communication and Computing, Springer, 2023. (Accepted)
[42] Do, Phuc Hao, Le, Tran Duc, Vishnevsky, Vladimir, Berezkin, Aleksandr, Kirichek, Ruslan. A Horizontal Federated Learning Approach to IoT Malware Traffic Detection: An Empirical Evaluation with N-BaIoT Dataset. ICACT Transactions on Advanced Communications Technology (ICACTTACT), IEEE, 2023. (Accepted)
[41] Le, Tran Duc. Exploring Common Malware Persistence Techniques on Windows OS for Enhanced Cybersecurity Management: Detection and Mitigation Strategies. Cybersecurity Management in Education Technologies: Risks and Countermeasures for Advancements in E-learning. Ed. Ahmed A. Abd El-Latif, Yassine Maleh, Mohammed A. EL-Affendi, Sadique Ahmad, Taylor & Francis Group, Dec. 2023. (Book chapter, Accepted)
2023
[40] Nguyen, Nghia Thinh, Ninh, Duy Khanh, Pham, Van Dai, Le, Tran Duc. DTTP Model-A Deep Learning-Based Model for Detecting and Tracking Target Person. Lecture Notes in Networks and Systems, vol. 752, Springer, 581-590, 2023.
[39] Dam, Tien Quang, Ninh, Duy Khanh, Le, Anh Ngoc, Pham, Van Dai, Le, Tran Duc. Danaflood: A Solution for Scalable Urban Street Flood Sensing. Lecture Notes in Networks and Systems, vol. 752, Springer, 546-555, 2023.
[38] Le, Tran Duc, Le, Ba Luong, Dinh, Truong Duy, Pham, Van Dai. Classification of Ransomware Families Based on Hashing Techniques. Lecture Notes in Networks and Systems, vol. 734, Springer, 37-49, 2023.
[37] Do, Phuc Hao, Le, Tran Duc, Berezkin, Aleksandr, Kirichek, Ruslan. Graph Neural Networks for Traffic Classification in Satellite Communication Channels: A Comparative Analysis. Proceedings of Telecommunication Universities, 9(3), 14-27, 2023.
[36] Do, Phuc Hao, Le, Tran Duc, Vishnevsky, Vladimir, Berezkin, Aleksandr, Kirichek, Ruslan. A Horizontal Federated-Learning Model for Detecting Abnormal Traffic Generated by Malware in IoT Networks. In 2023 25th International Conference on Advanced Communication Technology (ICACT), IEEE, 28-36.
2022
[35] Dinh, Truong Duy, Le, Tran Duc, Dang, Khanh Quoc, Vishnevsky, Vladimir, Kirichek, Ruslan. Blockchain-Driven Hybrid Model for IoT Authentication. Lecture Notes in Computer Science, vol. 13772, Springer, Cham, 557-573, 2022.
[34] Le, Tran Duc, Tran, Thong Trung, Dang, Khanh Quoc, Alkanhel, Reem, Muthanna, Ammar. Malware spreading model for routers in Wi-Fi networks. IEEE Access, 10, 61873-61891, 2022. (SCIE Q1, IF = 3.476)
[33] Le, Tran Duc, Dinh, Duy Truong, Nguyen, Quyen Le Thi, Tran, Liem Thanh. A Basic Malware Analysis Process Based on FireEye Ecosystem. Webology, 19(2), 2022.
[32] Nguyen, Tri Gia, Phan, Trung V, Hoang, Dinh Thai, Nguyen, Hai Hoang, Le, Tran Duc. DeepPlace: Deep reinforcement learning for adaptive flow rule placement in software-defined IoT networks. Computer Communications, 181, 156-163, 2022. (SCIE Q1, IF = 6)
2021
[31] Do, Phuc Hao, Dinh, Truong Duy, Le, Tran Duc, Myrova, Lyudmila, Kirichek, Ruslan. An Efficient Feature Extraction Method for Attack Classification in IoT Networks. In 2021 13th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), IEEE, 194-199, 2021.
[30] Le, Tran Duc, Dinh, Truong Duy, Kirichek, Ruslan, Filin, Egor, Shestakov, Alexander. A Combined Attack Scenario to Exploit the Join Procedure of LoRaWAN. In 2021 13th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), IEEE, 188-193, 2021.
[29] Nguyen, Hai Hoang, Nguyen, Tri Gia, Hoang, Dinh Thai, Le, Tran Duc, Phan, Trung V. CARS: Dynamic Cyber-attack Reaction in SDN-based Networks with Q-learning. In 2021 International Conference on Advanced Technologies for Communications (ATC), IEEE, 156-161, 2021.
[28] Le, Tran Duc, Dang, Khanh Quoc, Nguyen, Quyen Le Thi, Alhelaly, Soha, Muthanna, Ammar. A Behavior-based Malware Spreading Model for Vehicle-to-Vehicle Communications in VANET Networks. Electronics, 10(19), 2403, 2021. (SCIE Q2, IF = 2.9)
[27] Pham, Van Dai, Do, Phuc Hao, Le, Tran Duc, Kirichek, Ruslan. LoRa Link Quality Estimation Based on Support Vector Machine. Lecture Notes in Computer Science, vol. 13144, Springer, 92-102, 2021.
[26] Dinh, Truong Duy, Vishnevsky, Vladimir, Pham, Van Dai, Le, Tran Duc, Kirichek, Ruslan, Koucheryavy, Andrey. Determination of Subscribers Coordinates using Flying Network for Emergencies. In 2021 23rd International Conference on Advanced Communication Technology (ICACT), IEEE, 2021.
[25] Le, Tran Duc, Tai, Nguyen Duc, Luong, Le Ba, Pham, Van Dai, Kirichek, Ruslan. Analysis of Network Security Issues in the Join Procedure of LoRaWAN. In 24th International Conference on Distributed Computer and Communication Networks: Control, Computation, Communications, 468-476, 2021.
[24] Pham, Van Dai, Do, Phuc Hao, Le, Tran Duc, Kirichek, Ruslan. Evaluation of routing protocols for multi-hop communication in LPWAN. In Internet of Things, Smart Spaces, and Next Generation Networks and Systems: 20th International Conference, NEW2AN 2020, and 13th Conference, ruSMART 2020, St. Petersburg, Russia, August 26–28, 2020, Proceedings, Part I 20, vol. 12525, Springer, 255-266, 2021.
[23] Pham, Van Dai, Do, Phuc Hao,** Le, Tran Duc**, Kirichek, Ruslan. A Method for Link Quality Estimation in LoRa Network based on Support Vector Machine. Distributed Computer and Communication Networks: Control, Computation, Communications: 24th International Conference, 401-408, 2021.
2020
[22] Le, Tran Duc, Nguyen, Tri Gia, Tran, Thi Thu Thao. The 1-Millisecond Challenge – Tactile Internet: From Concept to Standardization. Journal of Telecommunications and the Digital Economy, 8(2), 56-93, 2020. (Scopus Q3)
[21] Kirichek, Ruslan, Dinh, Truong Duy, Pham, Van Dai, Zakharov, Maxim, Le, Tran Duc, Koucheryavy, Andrey. Positioning Methods Based on Flying Network for Emergencies. In 2020 22nd International Conference on Advanced Communication Technology (ICACT), IEEE, 2020.
[20] Pham, Van Dai, Le, Tran Duc, Kirichek, Ruslan, Shestakov, Alexander. Research on Using the AODV Protocol for a LoRa Mesh Network. Lecture Notes in Computer Science, vol. 12563, Springer, 149-160, 2020.
[19] Pham, Van Dai, Le, Duc Tran, Kirichek, Ruslan. Evaluation of Routing Protocols for Multi-hop Communication in LPWAN. In Internet of Things, Smart Spaces, and Next Generation Networks and Systems: 20th International Conference, NEW2AN 2020, and 13th Conference, ruSMART 2020, St.Petersburg, Russia, August 26–28, 2020, Proceedings, Part I 20, Springer International Publishing, 255-266, 2020.
[18] Le, Tran Duc, Dao, Minh Huu, Nguyen, Quyen Le Thi. Comparison of Machine Learning Algorithms for DDoS Attack Detection in SDN. Informatsionno-Upravliaiushchie Sistemy, 3 (106), 59-70, 2020. (Scopus Q4)
2019
[17] Dinh, Truong Duy, Le, Tran Duc, Tran, Thi Thu Thao, Kirichek, Ruslan. Flying Ad-hoc Network for Emergency Based on IEEE 802.11p Multichannel MAC Protocol. In International Conference on Distributed Computer and Communication Networks, Springer, 479-494, 2019.
2018
[16] Le, Tran Duc, Nguyen, Tri Gia, Simonina, Olga, Buinevich, Mikhail, Vladyko, Andrei. A Priority-Based Multichannel MAC to Support the Non-Safety Applications in SCH Interval at RSU in V2I Communication. Transport and Telecommunication, 19(4), 269-283, 2018. (Scopus Q3)
[15] Le, Tran Duc, Simonina, Olga, Buinevich, Mikhail, Vladyko, Andrei. A Multi-Criteria Priority Based V2I Communication for Information Dissemination at RSU in VANET. JP Journal of Heat and Mass Transfer, 2, 195-203, 2018. (Scopus Q4)
2017
[14] Le, Tran Duc. The Multipolling Mechanism Based on the Prioritization for WLAN Network with Multiple Access Points. In 2017 International Conference on Information Networking (ICOIN), IEEE, 24-29, 2017.
IN RUSSIAN LANGUAGES
[13] До, Ф. Х., Ле, Ч. Д., Зуйков, М. А., Берёзкин, А. А., Киричёк, Р. В. Исследование предиктивнй аналитики на базе микроконтроллера с применением методов TinyML. Инновационное приоростроение, 2(2), 64-75, 2023.
(English: [13] Do, Phuc Hao, Le, Tran Duc, Zuikov, M. A., Berezkin, A. A., Kirichek., R. V. Predictive analytics research based on a microcontroller using TinyML methods. Innovative Instrumentation, 2(2), 64-75, 2023.)
[12]Ле, Дык Чан, Фам, Мау Хоа, Динь, ЧЗ, До, Хао Фук. Применение алгоритмов машинного обучения для обнаружения вредоносных программ в операционной системе Windows с помощью PE-заголовка. Информационно-управляющие системы, 4 (119), 44-57, 2022.
(English: [12] Le, Tran Duc, Pham, Hoa Mau, Dinh, Truong Duy, Do, Phuc Hao. Applying machine learning algorithms for PE-header-based malware detection on the Windows operating system. Informatsionno-Upravliaiushchie Sistemy, (4), 44-57, 2022.) (Scopus Q4)
[11] Ле, Ч.Д. Анализ использования определения значения TXOP в IEEE 802.11e. 72-я СПбНТОЭС, 223-224.
(English: [11] Le, Tran Duc Analysis of Utilizing the TXOP Definition in IEEE 802.11e. In the 72nd Russian Conference on Radiotechnics, Electronics, and Communications in Honor of A. S. Popov, 223-224., 2017.)
[10] Ле, Ч.Д. Поддержка QoS в WLAN: механизм конкуренции или механизм опроса. Перспектвные технологии в средствах передачи информации – ПТСПИ-2017, 1, 140-146, 2017.
(English: [10] Le, Tran Duc QoS Support in WLAN: Contention Mechanism or Polling Mechanism?. In the 12th International scientific conference on Perspective technologies in the information transfer means, 223-224, 2017.)
[9] Ле, Ч.Д., Симонина, О.А. Механизм мультиопроса в высокоплотных сетях IEEE 802.11. Технологии и средства связи, 1, 39-41, 2017.
(English: [9] Le, Tran Duc, Simonina, Оlga. The Mechanism of Multipolling in High-Density Networks IEEE 802.11. Proceedings of Telecommunication Universities, 1, 39-41, 2017.)
[8] Ле, Ч.Д., Симонина, О.А. Механизм мультиопроса на основе приоритизации для WLAN с высокой плотностью устройств. Труды учебных заведений связи, 3(1), 80-92, 2017.
(English: [8] Le, Tran Duc, Simonina, Olga. The Multipolling mechanism based on the prioritization for WLAN in a high dense networks. Proceedings of Telecommunication Universities, 3(1), 80-92, 2017.)
[7] Ле, Чан Дык. Анализ производительности высокоплотной WLAN с многими точками доступа посредством моделирования в OPNET. T-Comm-Телекоммуникации и Транспорт, 11(3), 56-61, 2017.
(English: [7] Le, Tran Duc. Performance Analysis of the High Dense WLAN Network with Multiple Access Points Using OPENT Modeler. T-Comm, 11(3), 56-61, 2017.)
[6] Ле, Чан Дык and Симонина, Ольга Александровна. Механизм приоритезации для обеспечения минимизации задержки в условиях конкурентной среды в сетях Wi-Fi с плотным распределенем устройств. Информационные системы и технологии, 95(3), 99, 2016.
(English:[6] Le, Tran Duc, Simonina, Olga. Prioritization Mechanism for Ensuring Delay Minimization in a Competitive Environment in Dense Device Deployment Wi-Fi Networks. Information Systems and Technologies, 95(3), 99, 2016.)
[5] Ле, Ч.Д., Симонина, О.А. Анализ проблем обеспечения QoS в высокоплотной Wi-Fi сети. In 71-я СПбНТОРЭС, 203-204, 2016.
(English: [5] Le, Tran Duc, Simonina, Olga Analysis of QoS Provisioning Issues in High-Density WiFi Network. In the 71st Russian Conference on Radiotechnics, Electronics, and Communications in Honor of A. S. Popov, 203-204, 2016.)
[4] Ле, Ч.Д., Симонина, О.А. Использование SDN для обеспечения QoS в беспроводных сетях с высокой плотностью устройств. In Актуальные проблемы инфотелекоммуникаций в науке и образовании, 446-450, 2016.
(English: [4] Le, Tran Duc, Simonina, Olga. Utilization of SDN for Ensuring QoS in High-Density Wireless Networks. In Actual problems of infotelecommunications in science and education, 446-450, 2016.)
[3] Ле, Ч.Д., Симонина, ОА. Организация приоритетного доступа в сетях IoT с высокой плотнстью устройств и чувствительными к задержкам сервисами. Электросвязь, 9, 63-67, 2016.
(English: [3] Le, Tran Duc, Simonina, Olga. Enabling Priority Access in High-Density Internet of Things (IoT) Networks with Latency-Sensitive Services. Electrosvyaz, 9, 63-67, 2016.)
[2] Ле, Ч.Д., Симонина, ОА. Анализ механизмов сосуществования беспроводных технологий в нелицензируемом диапазоне 2,4 ГГц. Актуальные проблемы инфотелекоммуникаций в науке и образовании, 137-141, 2015.
(English: [2] Le, Tran Duc, Simonina, Olga. Analysis of Coexistence Mechanisms of Wireless Technologies in the Unlicensed 2.4 GHz Spectrum Range. In Actual problems of infotelecommunications in science and education, 137-141, 2015.)
[1] Ле, Чан Дык. Модель междоменного взаимодействия в SDN с использованием двух контролеров. 68-я региональная научно-техническая конференция студентов, аспирантов и молодых ученых «Студенческая весна – 2014» (68 РНТК), том 1, 99-104.
(English: [1] Le, Tran Duc. Interdomain Interaction Model in Software-Defined Networking Using Two Controllers. In The 68th Regional Scientific and Technical Conference for Students, Postgraduates, and Young Researchers: “Student Spring – 2014”, vol. 1, 99-104.)