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…
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…
Erol Gelenbe and Mert Nakip, IITIS-PANAugust 23, 2021
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…
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 SzantoJune 23, 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…
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