HALOGrid—HyperAdaptive long short term memory model with intelligent grid optimization
<p>HALOGrid is an adaptive edge–cloud malware detection framework for IoT traffic. The approach couples a lightweight LSTM (residual paths, attention, drift-penalty regularization) for low-latency edge inference with a telemetry-driven tuner that performs real-time hyperparameter updates. The...
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| Main Author: | Kamran Ahmad Awan (23643430) (author) |
|---|---|
| Other Authors: | Maha Abdelhaq (735574) (author), Celestine Iwendi (18002485) (author), Sonia Khan (23643433) (author), Amina Salhi (23643436) (author), Mueen Uddin (4903510) (author), Raed Alsaqour (735575) (author) |
| Published: |
2025
|
| Subjects: | |
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