Security, Modelling and Performance Evaluation Group
About the group
Systems Modelling and Performance Evaluation and Security Group (SMaPESG) conducts research on models of computer systems and novel methods of modelling. In the scope of interests of the Group there are mainly models of computer networks. We are engaged in simulation and analytical modelling, both queuing models and other methods. Our experience embraces using of well-established modelling packages, like NS, OmNET++ or PRISM as well as creation of advanced proprietary software working in parallel environments.
Latest publications
- Nasereddin M.; Gelenbe E.; Deployment-Aware Parameter Optimization for IoT Attack Detection; 2026 IEEE International Conference on Smart Computing Workshops and Other Affiliated events (SmartComp Companion); 2026
- Halama M.; Polańska N.; Bielik i GPT w analizie polskiego prawa karnego: wpływ RAG i grafów wiedzy na jakość odpowiedzi; In Press: Journal of Management and Digital Transformation; 2026
- Kelesoglu N.; Sobczak Ł.; Domańska J.; Grounding LLM-Generated Network Traffic in Semantics: A Knowledge-Graph Framework for Detecting and Explaining Protocol Hallucinations; In Press: ACM International Conference on Information and Knowledge Management (CIKM); 2026
- Gül B.; Nakip M.; Jazdi N.; Weyrich M.; Energy- and QoS-Gated Federated Learning for Sustainable Wearable Stress Detection; In Press: 35th ACM International Conference on Information and Knowledge Management; 2026
- Nakip M.; Gibała R.; An LLM-Guided Agentic Optimization Toolbox for Edge-Deployable Neural Networks; In Press: 35th ACM International Conference on Information and Knowledge Management; 2026