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
2023
- Filus K.; Domańska J.; Recycling of Generic ImageNet-trained Models for Smart-city Applications; The 10th IEEE International Conference on Data Science and Advanced Analytics (DSAA); 2023
- Nowak S.; Grochla K.; Słabicki M.; Gorawski M.; Efficient Universal Indoor Multicharacteristic Propagation model for indoor environments; 2023 International Wireless Communications and Mobile Computing (IWCMC); 2023
- Gelenbe E.; Electricity Consumption by ICT: Facts, trends, and measurements; ACM Ubiquity; 2023
- Filus K.; Domańska J.; Global Entropy Pooling Layer for Convolutional Neural Networks; Neurocomputing; 2023
- Gelenbe E.; Nasereddin M.; Protecting IoT Servers Against Flood Attacks with the Quasi Deterministic Transmission Policy; The 22nd IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom-2023); 2023
- Nasereddin M.; Nakip M.; Gelenbe E.; Measurement Based Evaluation and Mitigation of Flood Attacks on a LAN Test-Bed; The 48th IEEE Conference on Local Computer Networks; 2023
- Gelenbe E.; Nakip M.; Real-Time Cyberattack Detection with Offline and Online Learning; IEEE International Symposium on Local and Metropolitan Area Networks; 2023
- Czachórski T.; Gelenbe E.; Kuaban G.; Modelling energy changes in the energy harvesting battery of an IoT device; 30th International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2022) pp. 81-88; 2023
- Filus K.; Domańska J.; Software Vulnerabilities in TensorFlow-Based Deep Learning Applications; Computers & Security; 2023
2022
- Szyguła J.; Biernacki P.; Marek D.; Domański A.; Sobczak Ł.; Flak J.; Caban D.; Pawlas P.; Analysis of web-based geo-visualization methods applied for Automated Guided Vehicle using Satellite Navigation Systems; 2022 IEEE International Conference on Big Data; 2022
- Czachórski T.; Gelenbe E.; Kuaban G.; Marek D.; Optimizing Energy Usage for an Electric Drone; EuroCybersec 2021: Security in Computer and Information Sciences; 2022
- Kuaban G.; Nowak M.; Czekalski P.; Tokarz K.; Tangka J.; Siggursson K.; Nikitenko A.; Berkolds K.; Sell R.; An IoT Course Program to Foster the Adoption of IoT Driven Food and Agriculture in Sub-Saharan Africa (SSA); Proceedings of the 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET); 2022
- Kuaban G.; Soodan B.; Kumar R.; Czekalski P.; A Queueing-theoretic Analysis of the Performance of a Cloud Computing Infrastructure: Accounting for Task Reneging or Dropping; Proceedings of the 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME); 2022
- Gelenbe E.; Marija J.; Dionysios K.; Anna M.; Andras V.; Security in Computer and Information Sciences; Second International Symposium, EuroCybersec 2021; 2022
- Konar D.; Gelenbe E.; Bhandary S.; Sarma A.; Cangi A.; Random Quantum Neural Networks (RQNN) for Noisy Image Recog- nition; IEEE Xplore; 2022
- Gelenbe E.; Pearce P.; Kaptan V.; Wang Y.; Walmsley N.; Gardiner P.; Moffat J.; A Dynamic Model for Identifying Enemy Collective Behaviour; 11th ICCRTS Coalition Command and Control in the Networked Era; 2022
- Gelenbe E.; NOBEL PRIZE 50 YEARS AGO; EPN; 2022
- Gelenbe E.; Nowak M.; Fröhlich P.; Fiolka J.; Chęciński J.; Energy, QoS and Security Aware Edge Services; EuroCybersec 2021; 2022
- Czachórski T.; Gelenbe E.; Kuaban G.; Modelling energy changes in the energy harvesting battery of an IoT device; 30th International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2022); 2022
- Czachórski T.; Gelenbe E.; Kuaban G.; Marek D.; Optimizing Energy Usage for an Electric Drone; EuroCybersec 2021; 2022