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Siamak Layeghy — most-cited papers & profile · Cybersecurity
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·
overview
Siamak Layeghy
7
papers ·
405
citations ·
23
h-index
The University of Queensland
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Anomal-e: A Self-supervised Network Intrusion Detection System Based On Graph Neural Networks
2022 · 217 citations
A Cyber Threat Intelligence Sharing Scheme Based On Federated Learning For Network Intrusion Detection
2021 · 146 citations
On Generalisability Of Machine Learning-based Network Intrusion Detection Systems
2022 · 29 citations
eX-NIDS: A Framework for Explainable Network Intrusion Detection Leveraging Large Language Models
2025 · 5 citations
Temporal Analysis Of Netflow Datasets For Network Intrusion Detection Systems
2025
Top co-authors
Marius Portmann
· 2
Evan Caville
· 1
Majed Luay
· 1
Mohanad Sarhan
· 1
Nour Moustafa
· 1
Paul R. B. Houssel
· 1
Priyanka Singh
· 1
Seyedehfaezeh Hosseininoorbin
· 1
Wai Weng Lo
· 1
Topics
Anomaly Detection
Malware Detection
Network Security
Threat Intelligence
Privacy
LLM Security