IEEE/ICACT20260118 Slide.05        [Big Slide]       [YouTube] Oral Presentation
Good AI needs clean data. We used the Microsoft Malware Sample Dataset, starting with 257 features. To reduce noise, we applied a hybrid strategy using Mutual Information and ANOVA F-score. This filtered the data down to the top 50 most informative features, which improved both speed and performance.

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