Proactive Ransomware Family Detection from Pre-Encryption API Behavior Using ANN–LightGBM Stacking

Omar Said Kamel¹, Hamada Nayel¹˒², Rasha Orban¹

Open source

DOI: 10.21203/rs.3.rs-10475165/v1
Published: 2026-08-25
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Publisher: Springer Science and Business Media LLC
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Cite this work

BibTeX

@article{allodium:10.21203/rs.3.rs-10475165/v1,
  title = {Proactive Ransomware Family Detection from Pre-Encryption API Behavior Using ANN–LightGBM Stacking},
  author = {Omar Said Kamel¹ and Hamada Nayel¹˒² and Rasha Orban¹},
  year = {2026},
  doi = {10.21203/rs.3.rs-10475165/v1},
  url = {https://doi.org/10.21203/rs.3.rs-10475165/v1}
}

RIS

TY  - JOUR
TI  - Proactive Ransomware Family Detection from Pre-Encryption API Behavior Using ANN–LightGBM Stacking
AU  - Omar Said Kamel¹
AU  - Hamada Nayel¹˒²
AU  - Rasha Orban¹
PY  - 2026
DO  - 10.21203/rs.3.rs-10475165/v1
UR  - https://doi.org/10.21203/rs.3.rs-10475165/v1
ER  -

APA

Kamel¹, O. S., Nayel¹˒², H., & Orban¹, R. (2026). Proactive Ransomware Family Detection from Pre-Encryption API Behavior Using ANN–LightGBM Stacking. https://doi.org/10.21203/rs.3.rs-10475165/v1

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crossref · retrieved 2026-09-26T06:35:55.906Z