Suzana Veljanovska
Suzana Veljanovska
ZHAW
School of Engineering
Forschungsschwerpunkt Secure and Dependable Systems and Networks
Technikumstrasse 20/22
8400 Winterthur
Projects
- Smart Cyber Defense: AI and Machine Learning for Industrial Control Systems / Team member / ongoing
- Machine Learning Mathematical Extension To Multiple Processors / Team member / ongoing
- Reconfigurable Heterogeneous Highly Parallel Processing Platform for safe and secure AI / Team member / ongoing
Publications
Written conference contributions, peer-reviewed
- Doran, H. D. and Veljanovska, S. (2025) 'Partitioning of AI models for execution on mixed criticality systems : a workflow approach proposal', in SAFECOMP 2025 Position Papers. HAL. doi: 10.21256/zhaw-34095.
- Veljanovska, S. and Doran, H. D. (2025) 'Workflow for Safe-AI', in Embedded World Conference, Nuremberg, Germany, 11-13 March 2025. arXiv. doi: 10.48550/arXiv.2503.14563.
- Doran, H. D. and Veljanovska, S. (2024) 'Reliability of CNN execution : a novel application of the single protected channel pattern', in 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE. doi: 10.1109/etfa61755.2024.10710935.
- Doran, H. D. and Veljanovska, S. (2024) 'An early-stage workflow proposal for the generation of safe and dependable AI classifiers', in 43rd International Conference on Computer Safety, Reliability and Security (SafeComp), Florence, Italy, 17-20 September 2024. arXiv. doi: 10.48550/arxiv.2410.01850.
- Doran, H. D. and Veljanovska, S. (2024) 'Hybrid convolutional neural networks with reliability guarantee', in 2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W). IEEE, pp. 63–65. doi: 10.1109/dsn-w60302.2024.00023.
- Veljanovska, S. and Doran, H. D. (2024) 'Performance examination of symbolic aggregate approximation in IoT applications', in Proceedings of the 2024 Embedded World Conference. WEKA, pp. 468–472. doi: 10.21256/zhaw-30872.
Oral conference contributions and abstracts
- Veljanovska, S. and Doran, H. D. (2024) 'A workflow proposal for Safe-AI', in European Conference on EDGE AI Technologies and Applications (EEAI), Cagliari, Italy, 21-23 October 2024.
- Veljanovska, S. and Doran, H. D. (2024) 'Feasibility of utilizing symbolic aggregate approximation in IoT platforms', in Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.
- Doran, H. D. and Veljanovska, S. (2023) 'Outlook on the deployment and execution of mixed-criticality edge-AI applications', in European Conference on EDGE AI Technologies and Applications – EEAI, Athens, Greece, 17-19 October 2023.