Conference: IEEE MASCOTS 2022 Authors: Czachórski T, Gelenbe E, Kuaban G. Abstract: The complexity of battery-powered autonomous devices such as Internet of Things (IoT) nodes or Unmanned Aerial Vehicles (UAV) and the necessity to ensure an acceptable quality of service, reliability, and security, have significantly increased their energy demand. In…
Gelenbe E, Nakip M. 2022. G-Networks that Detect Different Types of Cyberattacks. IEEE MASCOTS 2022.
Conference: IEEE MASCOTS 2022 Authors: Gelenbe E, Nakip M. Abstract: Malicious network attacks are a serious source of concern, and machine learning techniques have been widely used to build Attack Detectors. In particular, network based attacks have been widely studied since attacks try to compromise systems as network packets that…
Erol Gelenbe and Mert Nakip, IITIS-PANAugust 10, 2022
Journal: Performance Evaluation. 2022. Authors: Gelenbe E, Nakip M, Czachórski T. Abstract: IoT networks handle incoming packets from large numbers of IoT Devices (IoTDs) to IoT Gateways. This can lead to the IoT Massive Access Problem that causes buffer overflow, large end-to-end delays and missed deadlines. This paper analyzes a…
Journal: Entropy 2022, 24, 651. Authors: Kalouptsoglou I, Siavvas M, Kehagias D, Chatzigeorgiou A, Ampatzoglou A. Abstract: Software security is a very important aspect for software development organizations who wish to provide high-quality and dependable software to their consumers. A crucial part of software security is the early detection of…
Conference: 1st International Workshop on Key challenges in global cybersecurity: Efforts and trends in EU (KCYEU), co-located with DRCN 2022 Authors: Siavvas M, Gelenbe E, Tsoukalas D, Kalouptsoglou I, Mathioudaki M, Nakip M, Kehagias D, Tzovaras D. Abstract: Critical everyday activities handled by modern IoT Systems imply that security is…
Conference: IEEE ICC 2022 Authors: Gelenbe E, Sigman K. Abstract: IoT gateways aim to meet the deadlines and QoS needs of packets from as many IoT devices as possible, though this can lead to a form of congestion known as the Massive Access Problem (MAP). While much work was conducted…
Erol Gelenbe, IITIS-PAN and Karl Sigman, Columbia UniversityFebruary 3, 2022
Journal: Electronics. 2022, 11, 104. Authors: Nowak M, Pecka P. Abstract: This paper presents a self-aware network approach with cognitive packets, with a routing engine based on random neural networks. The simulation study, performed using a custom simulator extension of OmNeT++, compares RNN routing with other routing methods. The performance…
Mateusz P. Nowak and Piotr Pecka, IITIS-PANDecember 29, 2021
Conference: 20th International Conference On Cryptology And Network Security (CANS 2021) Authors: Fietkau J, Runge D, Seifert JP. Abstract: With free-riding attacks against zero-rated services, an attacker can avoid expenses by transmitting wrongly labeled zero-rated network traffic. Previous research has shown that free-riding attacks can affect network quality and increase…
Conference: 21st IEEE International Conference on Software Quality, Reliability and Security (QRS 2021) Authors: Tsoukalas D, Siavvas M, Mathioudaki M, Kehagias D. Abstract: Critical software vulnerabilities are often caused by incorrect, vague, or missing security requirements. Hence, there is a strong need in the software engineering community for tools that…
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