FFT-GA-BC: a fused federated transformer genetic algorithm framework with blockchain-secured, differentially private, homomorphically encrypted aggregation for mutation, phenotype, and binary-allele analysis

Muhammad Umar Nasir, Urva Rehmat, Abdul Khader Jilani Saudagar, Mona Alkhattabi, Muhammad Adnan Khan, Muhammad Amir Khan

Open source

DOI
10.3389/fmed.2026.1959427
Published
2026-10-08
Container
Frontiers in Medicine
Publisher
Frontiers Media SA
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.3389/fmed.2026.1959427,
  title = {FFT-GA-BC: a fused federated transformer genetic algorithm framework with blockchain-secured, differentially private, homomorphically encrypted aggregation for mutation, phenotype, and binary-allele analysis},
  author = {Muhammad Umar Nasir and Urva Rehmat and Abdul Khader Jilani Saudagar and Mona Alkhattabi and Muhammad Adnan Khan and Muhammad Amir Khan},
  year = {2026},
  journal = {Frontiers in Medicine},
  doi = {10.3389/fmed.2026.1959427},
  url = {https://doi.org/10.3389/fmed.2026.1959427}
}

RIS

TY  - JOUR
TI  - FFT-GA-BC: a fused federated transformer genetic algorithm framework with blockchain-secured, differentially private, homomorphically encrypted aggregation for mutation, phenotype, and binary-allele analysis
AU  - Muhammad Umar Nasir
AU  - Urva Rehmat
AU  - Abdul Khader Jilani Saudagar
AU  - Mona Alkhattabi
AU  - Muhammad Adnan Khan
AU  - Muhammad Amir Khan
PY  - 2026
JO  - Frontiers in Medicine
DO  - 10.3389/fmed.2026.1959427
UR  - https://doi.org/10.3389/fmed.2026.1959427
ER  - 

APA

Nasir, M. U., Rehmat, U., Saudagar, A. K. J., Alkhattabi, M., Khan, M. A., & Khan, M. A. (2026). FFT-GA-BC: a fused federated transformer genetic algorithm framework with blockchain-secured, differentially private, homomorphically encrypted aggregation for mutation, phenotype, and binary-allele analysis. Frontiers in Medicine. https://doi.org/10.3389/fmed.2026.1959427

Source records