Security, Modelling and Performance Evaluation Group
Info
Team leader
Team members
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.
Publications
Published
2025
- Nwobodo O.; Kuaban G.; Nkemeni V.; Wereszczyński K.; CYRAN K.; A Hybrid Adaptive Filter for Head Tracking in Augmented Reality (AR)-based Flight Simulators; IEEE Transactions on Computers; 2025
- Luo T.; Wang J.; Yan Z.; Gelenbe E.; Graph Neural Networks for Trust Evaluation: Criteria, State-of-the-Art, and Future Directions; IEEE Network (Early Access), IEEEXplore; 2025
- Li Z.; Lan J.; Yan Z.; Gelenbe E.; Backdoor attacks and defense mechanisms in federated learning: A survey; Information Fusion ; 2025
- Gelenbe E.; Nasereddin M.; Adaptive attack mitigation for IoV Flood Attacks; IEEE Internet of Things Journal; 2025
- Gelenbe E.; Minimizing delay and power consumption at the edge; Sensors; 2025
- Halama M.; Nowak S.; Połys K.; Semantic Orientation for Indoor Navigation System using Large Language Models; Scientific Reports; 2025
2024
- Nakip M.; Analysis of the QoS Prediction via Recurrent Trend Predictive Neural Network under Low-Rate DoS Attacks; The 10th International Conference on Next Generation Computing; 2024
- Nakip M.; Gelenbe E.; An Associated Random Neural Network Detects Intrusions and Estimates Attack Graphs; 32nd International Conference on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS); 2024
- Yang M.; Ngai E.; Hu X.; Hu B.; Liu J.; Gelenbe E.; Leung V.; Digital Phenotyping and Feature Extraction on Smartphone Data for Depression Detection; Proceedings of the IEEE; 2024
- Ma Y.; Gelenbe E.; Liu K.; IoT Performance for Maritime Passenger Evacuation; 2024 IEEE 10th World Forum on Internet of Things (WF-IoT); 2024
- Prehn L.; Foremski P.; Gasser O.; Kirin: Hitting the Internet with Distributed BGP Announcements; ACM Asia Conference on Computer and Communications Security (AsiaCCS 2024); 2024
- Kelesoglu N.; Sobczak Ł.; ZigBeeNet: Decrypted ZigBee IoT Network Traffic Dataset in Smart Home Environment; Applied Sciences; 2024
- Bergquist J.; Gelenbe E.; Sigman K.; On an Adaptive-Quasi-Deterministic Transmission Policy Queueing Model; 32nd IEEE MASCOTS'24 Conference on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, October 21-23, 2024, Krakow Poland; 2024
- Zhou G.; Liu Y.; Yan Z.; Gelenbe E.; Is ChatGPT Trustworthy Enough? A Review; IEEE Consumer Electronics Magazine ; 2024
- Kuaban G.; Czachórski T.; Gelenbe E.; Pecka P.; Nkemeni V.; Czekalski P.; Impact of energy leakage on the energy performance of green IoT nodes; 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2024); 2024
- Kuaban G.; Czachórski T.; Gelenbe E.; Pecka P.; Sharma S.; Singh P.; Nkemeni V.; Czekalski P.; Energy performance of self-powered Green IoT nodes; Frontiers in Energy Research; 2024
- Filus K.; Domańska J.; Similarity-driven adversarial testing of neural networks; Knowledge-Based Systems; 2024
- Filus K.; Domańska J.; Klamka J.; Evaluating Convolutional Neural Networks via measuring similarity of their first-layer filters and Gabor filters; 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems; 2024