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J. Kavitha

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Open access Aug 2026

HybridML CyberShield for explainable proactive intrusion detection in enterprise and IoT networks

The framework introduces CNN–BiLSTM deep learning networks to represent traffic in a spatiotemporal manner and adopts ensemble machine learning classifiers to enhance the robustness of traffic detection and its interpretability, to enhance the robustness of traffic detection and its interpretability.

Ramesh N. S. V. S. C. Sripada, A. Bhavani, Kiran B. Malagi et al. · 0 citations

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