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Peer-reviewedCC BY 4.0Scientific Reports

Toward deployment-oriented benchmarking of intrusion detection systems: integrating threshold dynamics, distribution shift, and interpretability into comparative model evaluation

  • Ali Farmani
  • Keyvan Barati
  • Shirin Mishan
Open at sourceDOICite

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Cite

BibTeXRIS
BibTeX
@article{farmani2026toward,
  title = {{Toward deployment-oriented benchmarking of intrusion detection systems: integrating threshold dynamics, distribution shift, and interpretability into comparative model evaluation}},
  author = {Ali Farmani and Keyvan Barati and Shirin Mishan},
  journal = {Scientific Reports},
  year = {2026},
  month = nov,
  doi = {10.1038/s41598-026-78345-0},
  url = {https://www.nature.com/articles/s41598-026-78345-0},
  note = {CC BY 4.0},
}
RIS
TY  - JOUR
TI  - Toward deployment-oriented benchmarking of intrusion detection systems: integrating threshold dynamics, distribution shift, and interpretability into comparative model evaluation
AU  - Ali Farmani
AU  - Keyvan Barati
AU  - Shirin Mishan
PY  - 2026
DA  - 2026/11/04
JO  - Scientific Reports
DO  - 10.1038/s41598-026-78345-0
UR  - https://www.nature.com/articles/s41598-026-78345-0
SN  - 2045-2322
ER  -