Enhanced image encryption with deep generative models using a self-attention mechanism

Ilham Karmouni, Nawal El Ghouate, Mohamed Amine Tahiri, Mhamed Sayyouri, Eman Abdullah Aldakheel, Doaa Sami Khafaga

Open source

DOI
10.1038/s41598-026-38780-5
Published
2026-04-02
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-38780-5,
  title = {Enhanced image encryption with deep generative models using a self-attention mechanism},
  author = {Ilham Karmouni and Nawal El Ghouate and Mohamed Amine Tahiri and Mhamed Sayyouri and Eman Abdullah Aldakheel and Doaa Sami Khafaga},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-38780-5},
  url = {https://doi.org/10.1038/s41598-026-38780-5}
}

RIS

TY  - JOUR
TI  - Enhanced image encryption with deep generative models using a self-attention mechanism
AU  - Ilham Karmouni
AU  - Nawal El Ghouate
AU  - Mohamed Amine Tahiri
AU  - Mhamed Sayyouri
AU  - Eman Abdullah Aldakheel
AU  - Doaa Sami Khafaga
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-38780-5
UR  - https://doi.org/10.1038/s41598-026-38780-5
ER  - 

APA

Karmouni, I., Ghouate, N. E., Tahiri, M. A., Sayyouri, M., Aldakheel, E. A., & Khafaga, D. S. (2026). Enhanced image encryption with deep generative models using a self-attention mechanism. Scientific Reports. https://doi.org/10.1038/s41598-026-38780-5

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