FireSmoke-FL: a privacy-preserving federated learning framework for real-time fire and smoke detection

Fahad Alblehai, Nasser Alalwan, Ahmed Ibrahim Alzahrani, Ali H. Al-Bayatti, Hosam Al-Samarraie, AbdAllah A. AlHabshy, Amr Abozeid

Open source

DOI
10.1038/s41598-026-59830-y
Published
2026-07-01
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-59830-y,
  title = {FireSmoke-FL: a privacy-preserving federated learning framework for real-time fire and smoke detection},
  author = {Fahad Alblehai and Nasser Alalwan and Ahmed Ibrahim Alzahrani and Ali H. Al-Bayatti and Hosam Al-Samarraie and AbdAllah A. AlHabshy and Amr Abozeid},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-59830-y},
  url = {https://doi.org/10.1038/s41598-026-59830-y}
}

RIS

TY  - JOUR
TI  - FireSmoke-FL: a privacy-preserving federated learning framework for real-time fire and smoke detection
AU  - Fahad Alblehai
AU  - Nasser Alalwan
AU  - Ahmed Ibrahim Alzahrani
AU  - Ali H. Al-Bayatti
AU  - Hosam Al-Samarraie
AU  - AbdAllah A. AlHabshy
AU  - Amr Abozeid
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-59830-y
UR  - https://doi.org/10.1038/s41598-026-59830-y
ER  - 

APA

Alblehai, F., Alalwan, N., Alzahrani, A. I., Al-Bayatti, A. H., Al-Samarraie, H., AlHabshy, A. A., & Abozeid, A. (2026). FireSmoke-FL: a privacy-preserving federated learning framework for real-time fire and smoke detection. Scientific Reports. https://doi.org/10.1038/s41598-026-59830-y

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