Pegah Golchin

Orcid: 0000-0002-8686-113X

According to our database1, Pegah Golchin authored at least 8 papers between 2022 and 2024.

Collaborative distances:

Timeline

2022
2023
2024
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Bibliography

2024
Machine Learning Models in Network Intrusion Detection Systems: Self-Supervised Detection of Malicious Flows and Traffic Patterns Recognition in Programmable Networks.
PhD thesis, 2024

Federated Learning with Heterogeneous Data Handling for Robust Vehicular Object Detection.
CoRR, 2024

Integrating Online Learning with Collaborative Machine Learning for Continuous Intrusion Detection in SDN.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2024

A Data-Driven Solution for Improving Transferability of Traffic Flow Feature Selection.
Proceedings of the IFIP Networking Conference, 2024

SSCL-IDS: Enhancing Generalization of Intrusion Detection with Self-Supervised Contrastive Learning.
Proceedings of the IFIP Networking Conference, 2024

2023
FSA-IDS: A Flow-based Self-Active Intrusion Detection System.
Proceedings of the NOMS 2023, 2023

CML-IDS: Enhancing Intrusion Detection in SDN Through Collaborative Machine Learning.
Proceedings of the 19th International Conference on Network and Service Management, 2023

2022
Improving DDoS Attack Detection Leveraging a Multi-aspect Ensemble Feature Selection.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022


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