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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Walaa M. Khalaf

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Aug 2026

Progressive MIL architectures for weakly supervised network intrusion detection

The progressive design framing yields an actionable architecture-selection rule for security operations centres: match architectural complexity to dataset heterogeneity rather than maximising it by default.

Sarmad K. Ibrahim, Walaa M. Khalaf, T. Agajie · 0 citations

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