254 citations · 1.2k across the 27 of their papers we have counts for
4 papers · 1 filter
LoRIS: LoRaWAN-based IoT Platform for Sustainability Monitoring in Hotels
Yash Pandey, Angus Gray, Reza Serati +9
The hospitality sector is a major source of global greenhouse gas emissions, water stress, and waste generation, yet sustainability reporting in hotels remains constrained by coars…
P4-NIDS: High-Performance Network Monitoring and Intrusion Detection in P4
Yaying Chen, Siamak Layeghy, Liam Daly Manocchio +1
This paper presents a high-performance, scalable network monitoring and intrusion detection system (IDS) implemented in P4. The proposed solution is designed for high-performance e…
On Generalisability of Machine Learning-based Network Intrusion Detection Systems
Siamak Layeghy, Marius Portmann
Many of the proposed machine learning (ML) based network intrusion detection systems (NIDSs) achieve near perfect detection performance when evaluated on synthetic benchmark datase…
Feature Extraction for Machine Learning-based Intrusion Detection in IoT Networks
Mohanad Sarhan, Siamak Layeghy, Nour Moustafa +2
A large number of network security breaches in IoT networks have demonstrated the unreliability of current Network Intrusion Detection Systems (NIDSs). Consequently, network interr…