Search Results - "Gul, Baran Can"

Predictability of Internet of Things Traffic at the Medium Access Control Layer Against Information-Theoretic Bounds by Nakip, Mert, Gul, Baran Can, Rodoplu, Volkan, Guzelis, Cuneyt

“…Most of the existing Medium Access Control (MAC) layer protocols for the Internet of Things (IoT) model the traffic generated by each IoT device via random…”
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Federated Learning for Comfort Features in Vehicles with Collaborative Sensing: A Review by Gul, Baran Can, Dittler, Daniel, Jazdi, Nasser, Weyrich, Michael

“…The rapid innovation in the automotive industry highlights the increasing importance of user comfort, especially when integrated with advanced learning…”
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Personalized Comfort Features in Software-defined Vehicles Using Federated Learning by Gul, Baran Can, Devarakonda, Neeharika, Jazdi, Nasser, Weyrich, Michael

“…Most of the existing vehicle comfort features operate solely based on user input, lacking consideration for individual preferences, and environmental…”
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DISFIDA: Distributed Self-Supervised Federated Intrusion Detection Algorithm with online learning for health Internet of Things and Internet of Vehicles by Gelenbe, Erol, Gül, Baran Can, Nakıp, Mert

“…Networked health systems are often the victims of cyberattacks with serious consequences for patients and healthcare costs, with the Internet of Things (IoT)…”
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Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection by Nakıp, Mert, Gül, Baran Can, Gelenbe, Erol

“…Cyberattacks are increasingly threatening networked systems, often with the emergence of new types of unknown (zero-day) attacks and the rise of vulnerable…”
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