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Author

A. W. Malik

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Jun 2026

Walk Carefully: Hyperparameter Sensitivity of Node2Vec for Security Event Graph Clustering

Graph embeddings offer a principled way to discover coordinated attack patterns in security telemetry, but their hyperparameters are typically inherited from social-network benchmarks without validation. We conduct a systematic sensitivity analysis of Node2Vec on a heterogeneous security event graph derived from produc...

Moazzam Khan, A. W. Malik, Mohammad-Ali Omer · 0 citations
Jun 2026

Exploring Computational Energy Loss in Connected Vehicles

With advancements in connected vehicle technology, sophisticated computing equipment is installed to assist resource-intensive applications for better and faster processing. However, due to the high demand for computation, local resources are insufficient, and therefore, tasks are offloaded to nearby network edges to m...

A. W. Malik, S. Khan · 0 citations

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