Author

Marepalli Radha

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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. · Discover Computing · 0 citations

Review

April 2026: Top 10 Cited Articles in International Journal of Security, Privacy and Trust Management (IJSPTM)

The study emphasizes the importance of adopting role-based access control (RBAC), continuous monitoring and compliance, identity lifecycle management, and integrating identity governance with IT infrastructure, and integrating identity governance with IT infrastructure to improve security and user experience.

Ye-Sol Seo1, Hyo-Min Kim2, Austin Kang3 et al. · 0 citations