Author

Aisha I. Ali-Gombe

3 papers indexed here

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Review Sep 2026

An Evidence-First Multi-LLM Framework for Auditable Critical-Infrastructure Dependency Modeling

Critical-infrastructure knowledge is distributed across heterogeneous, incomplete, and weakly structured evidence, making dependency models difficult to construct automatically and difficult to trust. Large language models (LLMs) can extract structured knowledge from such evidence, but direct LLM-to-graph generation ri...

Nurjahan, Mst. Eshita Khatun, Lamine Noureddine et al. · 0 citations

Preprint Sep 2026

Toward an Empirical Probabilistic Risk Manifestation Model of Organizational Cybersecurity in SMEs

In this paper, we present a cross-layer empirical study of organizational cybersecurity risk in Small and medium-sized enterprises (SMEs), analyzing 281 validated security findings from 22 real-world SME cybersecurity assessments conducted over two years through a pro bono university cybersecurity clinic. We first iden...

Fnu Nurjahan, Aidan Eiler, Mst. Eshita Khatun et al. · 0 citations

Open access Jul 2026

Disclosure Divergence: Measuring Privacy Policy and Data Safety Misalignment at Scale

It is found that misalignment disproportionately affects sensitive categories such as personal information and device identifiers, with sharing disclosures exhibiting lower consistency than collection disclosures.

Mst. Eshita Khatun, Lamine Noureddine, Sideeq Bello et al. · Proceedings on Privacy Enhan... · 0 citations