A grid-search weighted average of LightGBM models on EMBER, API-call, and CIC-memory data is reported to reach 0.823 macro F1, but the validation set is both the tuning set and the test set, and the feature alignment is unspecified.
Effectiveness of API Calls for Malware Detection,
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Cross-Domain Malware Detection via Probability-Level Fusion of Lightweight Gradient Boosting Models
A grid-search weighted average of LightGBM models on EMBER, API-call, and CIC-memory data is reported to reach 0.823 macro F1, but the validation set is both the tuning set and the test set, and the feature alignment is unspecified.