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Marius Portmann

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Gayan K. Kulatilleke

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Publications

2023
[j38]
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  - journals/apin/LoKSLP23
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Wai Weng Lo, Gayan K. Kulatilleke, Mohanad Sarhan, Siamak Layeghy, Marius Portmann:
Inspection-L: self-supervised GNN node embeddings for money laundering detection in bitcoin. Appl. Intell. 53(16): 19406-19417 (2023)
[j34]
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  - journals/ijon/KulatillekePC23
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Gayan K. Kulatilleke, Marius Portmann, Shekhar S. Chandra:
Efficient block contrastive learning via parameter-free meta-node approximation. Neurocomputing 561: 126850 (2023)
[j33]
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Wai Weng Lo, Gayan K. Kulatilleke, Mohanad Sarhan, Siamak Layeghy, Marius Portmann:
XG-BoT: An explainable deep graph neural network for botnet detection and forensics. Internet Things 22: 100747 (2023)
[c75]
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  - conf/ccgrid/SarhanKLLP23
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Mohanad Sarhan, Gayan K. Kulatilleke, Wai Weng Lo, Siamak Layeghy, Marius Portmann:
DOC-NAD: A Hybrid Deep One-class Classifier for Network Anomaly Detection. CCGridW 2023: 1-7
[i39]
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  - journals/corr/abs-2304-14746
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Liam Daly Manocchio, Siamak Layeghy, Wai Weng Lo, Gayan K. Kulatilleke, Mohanad Sarhan, Marius Portmann:
FlowTransformer: A Transformer Framework for Flow-based Network Intrusion Detection Systems. CoRR abs/2304.14746 (2023)
2022
[c73]
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Gayan K. Kulatilleke, Marius Portmann, Ryan K. L. Ko, Shekhar S. Chandra:
FDGATII: Fast Dynamic Graph Attention with Initial Residual and Identity. AI 2022: 73-86
[i35]
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  - journals/corr/abs-2204-12656
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Gayan K. Kulatilleke, Marius Portmann, Shekhar S. Chandra:
SCGC : Self-Supervised Contrastive Graph Clustering. CoRR abs/2204.12656 (2022)
[i31]
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  - journals/corr/abs-2209-14067
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Gayan K. Kulatilleke, Marius Portmann, Shekhar S. Chandra:
Efficient block contrastive learning via parameter-free meta-node approximation. CoRR abs/2209.14067 (2022)
[i28]
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  - journals/corr/abs-2212-07558
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Mohanad Sarhan, Gayan K. Kulatilleke, Wai Weng Lo, Siamak Layeghy, Marius Portmann:
DOC-NAD: A Hybrid Deep One-class Classifier for Network Anomaly Detection. CoRR abs/2212.07558 (2022)
[i27]
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  - journals/corr/abs-2212-08184
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Gayan K. Kulatilleke, Shekhar S. Chandra, Marius Portmann:
NBC-Softmax : Darkweb Author fingerprinting and migration tracking. CoRR abs/2212.08184 (2022)
2021
[i17]
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  - journals/corr/abs-2110-11464
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Gayan K. Kulatilleke, Marius Portmann, Ryan K. L. Ko, Shekhar S. Chandra:
FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping. CoRR abs/2110.11464 (2021)

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