A hybrid transformer-BiLSTM model optimized with Firefly Algorithm for network traffic anomaly detection.

Luo D, Wang W, Liu X, Yang W, Hu K, Zhang J

DOI: 10.1371/journal.pone.0341920
Published: 2026
Container: PloS one
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1371/journal.pone.0341920,
  title = {A hybrid transformer-BiLSTM model optimized with Firefly Algorithm for network traffic anomaly detection.},
  author = {Luo D and Wang W and Liu X and Yang W and Hu K and Zhang J},
  year = {2026},
  journal = {PloS one},
  doi = {10.1371/journal.pone.0341920},
  url = {https://doi.org/10.1371/journal.pone.0341920}
}

RIS

TY  - JOUR
TI  - A hybrid transformer-BiLSTM model optimized with Firefly Algorithm for network traffic anomaly detection.
AU  - Luo D
AU  - Wang W
AU  - Liu X
AU  - Yang W
AU  - Hu K
AU  - Zhang J
PY  - 2026
JO  - PloS one
DO  - 10.1371/journal.pone.0341920
UR  - https://doi.org/10.1371/journal.pone.0341920
ER  -

APA

D, L., W, W., X, L., W, Y., K, H., & J, Z. (2026). A hybrid transformer-BiLSTM model optimized with Firefly Algorithm for network traffic anomaly detection.. PloS one. https://doi.org/10.1371/journal.pone.0341920

Source records

pubmed · retrieved 2026-09-24T18:48:48.951Z