Gayan Kulatilleke

Gayan Kulatilleke

University of Queensland - St Lucia / Australia
Engineering & Technology / Computer Science
AD Scientific Index ID: 5330874
The University of Queensland
person_outline Gayan Kulatilleke's MOST POPULAR ARTICLES
1-) XG-BoT: An explainable deep graph neural network for botnet detection and forensicsWW Lo, G Kulatilleke, M Sarhan, S Layeghy, M PortmannInternet of Things 22, 100747, 2023302023
2-) Flowtransformer: A transformer framework for flow-based network intrusion detection systemsLD Manocchio, S Layeghy, WW Lo, GK Kulatilleke, M Sarhan, ...Expert Systems with Applications 241, 122564, 2024282024
3-) Inspection-L: self-supervised GNN node embeddings for money laundering detection in bitcoinWW Lo, GK Kulatilleke, M Sarhan, S Layeghy, M PortmannApplied Intelligence 53 (16), 19406-19417, 2023262023
4-) Challenges and complexities in machine learning based credit card fraud detectionGK KulatillekearXiv preprint arXiv:2208.10943, 2022212022
5-) SCGC: Self-supervised contrastive graph clusteringGK Kulatilleke, M Portmann, SS ChandraNeurocomputing 611, 128629, 2025182025