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Siamak Layeghy

Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems

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Mar 06, 2025
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Towards Explainable Network Intrusion Detection using Large Language Models

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Aug 08, 2024
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FlowTransformer: A Transformer Framework for Flow-based Network Intrusion Detection Systems

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Apr 28, 2023
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DOC-NAD: A Hybrid Deep One-class Classifier for Network Anomaly Detection

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Dec 15, 2022
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DI-NIDS: Domain Invariant Network Intrusion Detection System

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Oct 15, 2022
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Network Intrusion Detection System in a Light Bulb

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Oct 06, 2022
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Anomal-E: A Self-Supervised Network Intrusion Detection System based on Graph Neural Networks

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Jul 23, 2022
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XG-BoT: An Explainable Deep Graph Neural Network for Botnet Detection and Forensics

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Jul 19, 2022
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On Generalisability of Machine Learning-based Network Intrusion Detection Systems

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May 09, 2022
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Inspection-L: A Self-Supervised GNN-Based Money Laundering Detection System for Bitcoin

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Apr 13, 2022
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