Author

Priyadarsi Nanda

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Open access Aug 2026

Secure Adaptive Resource Orchestration for Cloud Management with Deep Reinforcement Learning: An Extended Evaluation on Real Traces

Cloud platforms must hold utilisation and latency targets while demand shifts and attack traffic arrive together. Reactive threshold scaling meets neither pressure, and an autoscaler blind to attacks funds the load an adversary requested. Recent work shows adversaries can drive this loop into economic denial of sustain...

Usaid Alibrahem, Priyadarsi Nanda, Hoang Dinh · Electronics · 0 citations

#federated learning Review Open access Sep 2026

Machine Learning Applications for IoT Intrusion Detection: Network Dependencies, Dataset Limitations, and Regulatory Compliance—A Systematic Review

Generative adversarial networks (GANs) dominate dataset augmentation work, graph-based communication analysis addresses dependency modelling, and methods based on transformers or federated learning emerge from 2023 onward.

Majed Alzahrani, Priyadarsi Nanda, Manoranjan Mohanty et al. · Network · 0 citations