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M. K. Mahmood

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Open access Jul 2026

Deep Learning-Based Cybersecurity Framework for Proactive Intrusion Detection on the CSE-CIC-IDS2018 Dataset

Results highlight the efficiency, reliability, and effectiveness of the hybrid CNN-LSTM framework in proactively detecting network intrusions in contemporary cybersecurity settings and validate the competitiveness and applicability of the proposed framework.

Ali Rachini, M. K. Mahmood · 0 citations

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