Liam Daly Manocchio

According to our database, Liam Daly Manocchio authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

P4-Secure: In-Band DDoS Detection in Software Defined Networks.

Liam Daly Manocchio, Yaying Chen, Siamak Layeghy, David Gwynne, Marius Portmann

IEEE Trans. Netw. Serv. Manag., April, 2025

An empirical evaluation of preprocessing methods for machine learning based network intrusion detection systems.

Liam Daly Manocchio, Siamak Layeghy, Marcus Gallagher, Marius Portmann

Eng. Appl. Artif. Intell., 2025

2024

FlowTransformer: A flexible python framework for flow-based network data analysis.

Liam Daly Manocchio, Siamak Layeghy, Marius Portmann

Softw. Impacts, 2024

FlowTransformer: A transformer framework for flow-based network intrusion detection systems.

Liam Daly Manocchio, Siamak Layeghy, Wai Weng Lo, Gayan K. Kulatilleke, Mohanad Sarhan, Marius Portmann

Expert Syst. Appl., 2024

P4-NIDS: High-Performance Network Monitoring and Intrusion Detection in P4.

Yaying Chen, Siamak Layeghy, Liam Daly Manocchio, Marius Portmann

CoRR, 2024

A configurable anonymisation approach for network flow data: Balancing utility and privacy.

Liam Daly Manocchio, Siamak Layeghy, David Gwynne, Marius Portmann

Comput. Electr. Eng., 2024

2022

Network Intrusion Detection System in a Light Bulb.

Liam Daly Manocchio, Siamak Layeghy, Marius Portmann

Proceedings of the 32nd International Telecommunication Networks and Applications Conference, 2022

2021

FlowGAN - Synthetic Network Flow Generation using Generative Adversarial Networks.

Liam Daly Manocchio, Siamak Layeghy, Marius Portmann

Proceedings of the 24th IEEE International Conference on Computational Science and Engineering, 2021