Portmann, Marius

1. Graph Neural Network-based Android Malware Classification with Jumping Knowledge
   2022/01/19 by Lo, Wai Weng, Layeghy, Siamak, Sarhan, Mohanad +2 · 3 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. HBFL: A Hierarchical Blockchain-based Federated Learning Framework for a Collaborative IoT Intrusion Detection
   2022/04/08 by Mohanad Sarhan, Wai Weng Lo, Sarhan, Mohanad +5 · 3 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection
3. SCGC : Self-Supervised Contrastive Graph Clustering
   2022/04/27 by Gayan K. Kulatilleke, Marius Portmann, Kulatilleke, Gayan K. +3 · 3 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Recommender Systems and Techniques
4. Network Traffic Control for Multi-homed End-hosts via SDN
   2020/12/13 by Al-Najjar, Anees, Khan, Furqan Hameed, Portmann, Marius · 1 citation
   #D.3.2 #D.8.3 #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Performance (cs.PF)
5. Feature Analysis for Machine Learning-based IoT Intrusion Detection
   2021/08/29 by Sarhan, Mohanad, Layeghy, Siamak, Portmann, Marius · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
6. eX-NIDS: A Framework for Explainable Network Intrusion Detection Leveraging Large Language Models
   2025/07/22 by Houssel, Paul R. B., Layeghy, Siamak, Singh, Priyanka +1 · 4 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
7. XG-BoT: An Explainable Deep Graph Neural Network for Botnet Detection and Forensics
   2022/07/19 by Wai Weng Lo, Lo, Wai Weng, Kulatilleke, Gayan K. +6 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
8. A Process Algebra for Wireless Mesh Networks used for Modelling, Verifying and Analysing AODV
   2013/12/30 by Ansgar Fehnker, Rob van Glabbeek, Fehnker, Ansgar +9 · 2 citations
   Computer Science · Engineering · #C.2.2 #Energy Efficient Wireless Sensor Networks #F.3.1 #F.3.2 #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Mobile Ad Hoc Networks #Networking and Internet Architecture (cs.NI) #Vehicular Ad Hoc Networks (VANETs)