67 citations · 81 across the 11 of their papers we have counts for
11 papers
IoT Performance for Maritime Passenger Evacuation
Yuting Ma, Erol Gelenbe, Kezhong Liu
The safe and swift evacuation of passengers from Maritime Vessels, requires an effective Internet of Things(IoT) as well as an information and communication technology(ICT) infrast…
Adaptive Attack Mitigation for IoV Flood Attacks
Erol Gelenbe, Mohammed Nasereddin
Gateway Servers for the Internet of Vehicles (IoV) must meet stringent Security and Quality of Service (QoS) requirements, including cyberattack protection, low delays and minimal…
Attack Mitigation in Gateways of Pervasive Systems
Erol Gelenbe, Mohammed Nasereddin
In pervasive systems, mobile devices and other sensors access Gateways, which are Servers that communicate with the devices, provide low latency services, connect them with each ot…
Impact of Network Delay and Decision Imperfections in IoT Assisted Cruise Ship Evacuation
Yuting Ma, Erol Gelenbe, Kezhong Liu
Major challenges of assisting passengers to safely and quickly escape from ships when an emergency occurs, include complex realistic features such as human behavior uncertainty, dy…
Protecting IoT Servers Against Flood Attacks with the Quasi Deterministic Transmission Policy
Erol Gelenbe, Mohammed Nasereddin
IoT Servers that receive and process packets from IoT devices should meet the QoS needs of incoming packets, and support Attack Detection software that analyzes the incoming traffi…
Online Self-Supervised Deep Learning for Intrusion Detection Systems
Mert Nakıp, Erol Gelenbe
This paper proposes a novel Self-Supervised Intrusion Detection (SSID) framework, which enables a fully online Deep Learning (DL) based Intrusion Detection System (IDS) that requir…
Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection
Mert Nakıp, Baran Can Gül, Erol Gelenbe
Cyberattacks are increasingly threatening networked systems, often with the emergence of new types of unknown (zero-day) attacks and the rise of vulnerable devices. Such attacks ca…
Measurement Based Evaluation and Mitigation of Flood Attacks on a LAN Test-Bed
Mohammed Nasereddin, Mert Nakıp, Erol Gelenbe
The IoT is vulnerable to network attacks, and Intrusion Detection Systems (IDS) can provide high attack detection accuracy and are easily installed in IoT Servers. However, IDS are…
Associated Random Neural Networks for Collective Classification of Nodes in Botnet Attacks
Erol Gelenbe, Mert Nakıp
Botnet attacks are a major threat to networked systems because of their ability to turn the network nodes that they compromise into additional attackers, leading to the spread of h…
Real-Time Cyberattack Detection with Offline and Online Learning
Erol Gelenbe, Mert Nakıp
This paper presents several novel algorithms for real-time cyberattack detection using the Auto-Associative Deep Random Neural Network, which were developed in the HORIZON 2020 IoT…
Random Quantum Neural Networks (RQNN) for Noisy Image Recognition
Debanjan Konar, Erol Gelenbe, Soham Bhandary +2
Classical Random Neural Networks (RNNs) have demonstrated effective applications in decision making, signal processing, and image recognition tasks. However, their implementation h…