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Publications

Publications

Siavvas M, Kalouptsoglou I, Tsoukalas D, Kehagias D. 2021. A self-adaptive approach for assessing the criticality of security-related static analysis alerts. The 21st International Conference on Computational Science and its Applications (ICCSA 2021).

Conference: The 21st International Conference on Computational Science and its Applications (ICCSA 2021) Authors: Siavvas M, Kalouptsoglou I, Tsoukalas D, Kehagias D. Abstract: Despite the acknowledged ability of automated static analysis to detect software vulnerabilities, its adoption in practice is limited, mainly due to the large number of false alerts…
Publications

Nakip M, Gelenbe E. 2021. MIRAI Botnet Attack Detection with Auto-Associative Dense Random Neural Network. 2021 IEEE Global Communications Conference 2021.

Conference: 2021 IEEE Global Communications Conference Authors: Nakip M, Gelenbe E. Abstract: Internet connected IoT devices have often been particularly vulnerable to Botnet attacks of the Mirai family in recent years. Thus we develop an attack detection scheme for Mirai Botnets, using the Auto-Associative Dense Random Neural Network that has…
Publications

Fröhlich P, Gelenbe E, Nowak M. 2021. Reinforcement Learning and Energy-Aware Routing. ACM SIGCOMM 2021 Workshop on Flexible Networks (FlexNets’21).

Conference: ACM SIGCOMM 2021 Workshop on Flexible Networks (FlexNets'21) Authors: Fröhlich P, Gelenbe E, Nowak M. Abstract: We present an approach that uses Reinforcement Learning (RL) with the Random Neural Network (RNN) acting as an adaptive critic, to route traffic in a SDN network, so as to minimize a composite…
Publications

Szántó M, Vajta L. 2021. Enhanced motion-based segmentation of vision sensed environment of moving vehicles. The 1st Israeli Smart Transportation Research Center (ISTRC) Annual Conference.

Conference: The 1st Israeli Smart Transportation Research Center (ISTRC) Annual Conference Authors: Szántó M, Vajta L. Presentation abstract: A key component for the feasibility of a vision-based, distributed, low-latency mapping solution is the ability to reduce the amount of unnecessary data supplied by image acquisition sources. There are numerous techniques for…
Matyas Szanto
2021.06.23.
Publications

Fröhlich P, Gelenbe E, Fiołka J, Chęciński J, Nowak M, Filus Z. 2021. Smart SDN Management of Fog Services to Optimize QoS and Energy. Sensors. 21, 3105, 2021.

Journal: Sensors / Volume 21 / Issue 9 Authors: Fröhlich P, Gelenbe E, Fiołka J, Chęciński J, Nowak M, Filus Z. Abstract: The short latency required by IoT devices that need to access specific services have led to the development of Fog architectures that can serve as a useful intermediary between IoT systems and the…
Publications

Nakıip M, Gelenbe E. 2021. Randomization of Data Generation Times Improves Performance of Predictive IoT Networks. 2021 IEEE World Forum on Internet of Things (WF-IoT).

Conference: 2021 IEEE World Forum on Internet of Things (WF-IoT) Authors: Nakıip M, Gelenbe E. Abstract: Input traffic from Internet of Things (IoT) devices is often both periodic and requires to be received by a given deadline. This can create congestion at instants of time when traffic flowing from multiple…
Publications

Dékány D, Vajta L. 2021. Shifting Towards the Highly Distributed Energy Ecosystem. Workshop on the Advances of Information Technology 2021 (WAIT 2021).

Conference: Workshop on the Advances of Information Technology 2021 (WAIT 2021) Authors: Dékány D, Vajta L Abstract: Transforming a whole energy ecosystem from market mechanisms through the infrastructure upgrades and control operations to the behavior of the very last consumer takes a while. It has been already happening and we…
Publications

Shahab S, Vajta L. 2021. Effects of Electric Vehicle Charging Stations on Electricity Grid: Challenges and Possible Solutions. Workshop on the Advances of Information Technology 2021 (WAIT 2021).

Conference: Workshop on the Advances of Information Technology 2021 (WAIT 2021) Authors: Shahab S, Vajta L Abstract: Today, the number of registered Electric Vehicles (EV) worldwide is increasing rapidly, and they introduce new challenges to the grid as they affect the load profile. This additional energy required for new EVs…