Mohammad-Ali Omer

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...