Personal profile
Education/Academic qualification
PhD, Information Security, St. Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO)
1 Oct 2022 → 31 Aug 2025
Award Date: 11 Sep 2025
External positions
Lecturer, St. Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO)
1 Sep 2025 → 30 Dec 2025
Research Assistant, St. Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO)
1 Jan 2023 → 30 Dec 2025
Keywords
- QA75 Electronic computers. Computer science
- Cybersecurity
- network
- Deep Learning
- embedded system
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
-
SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
A lightweight and robust approach to IoT intrusion detection based on ensemble deep learning
Dong, H. & Kotenko, I., 2026, (Accepted/In press) In: International Journal of Parallel, Emergent and Distributed Systems.Research output: Contribution to journal › Article › peer-review
-
A lightweight vision transformer with weighted global average pooling: implications for IoMT applications
Dong, H., Kotenko, I. & Dong, S., May 2025, In: Complex and Intelligent Systems. 11, 5, 215.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Is Attention All Security Domain Needs? A Systematic Review of Self-attention Mechanism in Cybersecurity
Dong, H., 2025, 2025 IEEE/ACS 22nd International Conference on Computer Systems and Applications, AICCSA 2025 - Proceedings. IEEE Computer Society, (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Towards Ultra-Low Latency: Binarized Neural Network Architectures for in-Vehicle Network Intrusion Detection
Dong, H. & Kotenko, I., 2025, 19th International Conference on Innovations in Intelligent Systems and Applications, INISTA 2025 - Proceedings. Dustdar, S., Yildirim, T., Barhamgi, M., Masciari, E. & Manolopoulos, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., (19th International Conference on Innovations in Intelligent Systems and Applications, INISTA 2025 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
CONVOLUTIONAL-FREE MALWARE IMAGE CLASSIFICATION USING SELF-ATTENTION MECHANISMS
Dong, H., 2024, In: Informatics and Automation. 23, 6, p. 1869-1898 30 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations