Liam Daly Manocchio

11 papers Misc 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
LLMs can pass the CCNA certification exam but do they understand networking?
Comput. Networks
Liam Daly Manocchio, Siamak Layeghy, Paul R. B. Houssel, Marius Portmann
2025 J jnl
An empirical evaluation of preprocessing methods for machine learning based network intrusion detection systems.
Eng. Appl. Artif. Intell.
Liam Daly Manocchio, Siamak Layeghy, Marcus Gallagher, Marius Portmann
2025 J jnl
P4-Secure: In-Band DDoS Detection in Software Defined Networks.
IEEE Trans. Netw. Serv. Manag.
Liam Daly Manocchio, Yaying Chen, Siamak Layeghy, David Gwynne, Marius Portmann
2024 J jnl
A configurable anonymisation approach for network flow data: Balancing utility and privacy.
Comput. Electr. Eng.
Liam Daly Manocchio, Siamak Layeghy, David Gwynne, Marius Portmann
2024 J jnl
FlowTransformer: A flexible python framework for flow-based network data analysis.
Softw. Impacts
Liam Daly Manocchio, Siamak Layeghy, Marius Portmann
2024 J jnl
FlowTransformer: A transformer framework for flow-based network intrusion detection systems.
Expert Syst. Appl.
Liam Daly Manocchio, Siamak Layeghy, Wai Weng Lo, Gayan K. Kulatilleke, Mohanad Sarhan, Marius Portmann
2024 J jnl
P4-NIDS: High-Performance Network Monitoring and Intrusion Detection in P4.
CoRR
Yaying Chen, Siamak Layeghy, Liam Daly Manocchio, Marius Portmann
2023 J jnl
FlowTransformer: A Transformer Framework for Flow-based Network Intrusion Detection Systems.
CoRR
Liam Daly Manocchio, Siamak Layeghy, Wai Weng Lo, Gayan K. Kulatilleke, Mohanad Sarhan, Marius Portmann
2022 Misc conf
Network Intrusion Detection System in a Light Bulb.
ITNAC
Liam Daly Manocchio, Siamak Layeghy, Marius Portmann
2022 J jnl
Network Intrusion Detection System in a Light Bulb.
CoRR
Liam Daly Manocchio, Siamak Layeghy, Marius Portmann
2021 — conf
FlowGAN - Synthetic Network Flow Generation using Generative Adversarial Networks.
CSE
Liam Daly Manocchio, Siamak Layeghy, Marius Portmann