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Syed Ibrahim S P

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

170

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

CLEAR: A Continual Learning Framework for Zero-Day and Anomaly Based Intrusion Detection

Number of pages: 43 Posted: 15 Sep 2025
Nasreen Fathima A H, Syed Ibrahim S P and Ansam Khraisat
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 105 (684,672)

Abstract:

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Continual Learning, Intrusion detection system, Zero-Day Attack, Anomaly detection, Hybrid Detection

2.

Adaptive Memory Replay for Network Intrusion Detection: Tackling Data Drift and Catastrophic Forgetting

Number of pages: 49 Posted: 16 Jul 2025
Nasreen Fathima A H, Ansam Khraisat, Syed Ibrahim S P and Gang Li
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Deakin University
Downloads 43 (1,145,425)

Abstract:

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Continual Learning, catastrophic forgetting, task-aware learning, Network Intrusion Detection Systems (NIDS), adaptive memory replay mechanism.

3.

A Dynamic Embedding Strategy using Gated Ensembles for Few-Shot Attack Detection

Number of pages: 20 Posted: 26 Sep 2025
Y. Annie Jerusha, Syed Ibrahim S P and Vijay Varadharajan
affiliation not provided to SSRN, affiliation not provided to SSRN and University of Newcastle
Downloads 22 (1,424,331)

Abstract:

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Artificial Intelligence, Few-Shot Learning (FSL), Network Intrusion Detection System (NIDS), Prototypical Networks, Metric Learning