Ning Hu

3 papers indexed

openalexZenodo (CERN European Organization for Nuclear Research)2026-07-26

dfsc: Error-Controlled Differentiable Mittag-Leffler Propagation for Fractional Scientific Machine Learning

A research-grade PyTorch environment for differentiable Mittag-Leffler propagation, inverse problems, and structured neural residual composition.

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openalexZenodo (CERN European Organization for Nuclear Research)2026-07-26

dfsc: Error-Controlled Differentiable Mittag-Leffler Propagation for Fractional Scientific Machine Learning

Ning Hu, Haitao Duan

A research-grade PyTorch environment for differentiable Mittag-Leffler propagation, inverse problems, and structured neural residual composition.

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arxivcs.CRcs.AI2026-07-22

An Automated Framework for Extracting Reachable Attack Chains from Cyber Threat Intelligence Reports

Wenbo Hou, Ning Hu, Xueping Wang, Jiahao Gu, Wenjian Luo

Cyber Threat Intelligence (CTI) reports richly describe real-world attack processes, but their unstructured narratives cannot be directly used for automated attack-path reasoning. Existing CTI extraction methods focus on indicators, entities, or TTP labels without modeling the ex…

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