Why Closed-Set Scores Mislead: A Leakage-Aware Benchmark of Payload-Free Malware Traffic Classification Under Unseen Families and SDN Deployment

James, Arush, Chaudhary, Rohan, Mondal, Sayak, Kalaavathi, B.

Open source

DOI
10.5281/zenodo.24029982
Published
2026
Container
Not recorded
Publisher
Zenodo
Open access
yes

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BibTeX

@article{allodium:10.5281/zenodo.24029982,
  title = {Why Closed-Set Scores Mislead: A Leakage-Aware Benchmark of Payload-Free Malware Traffic Classification Under Unseen Families and SDN Deployment},
  author = {James, Arush and Chaudhary, Rohan and Mondal, Sayak and Kalaavathi, B.},
  year = {2026},
  doi = {10.5281/zenodo.24029982},
  url = {https://doi.org/10.5281/zenodo.24029982}
}

RIS

TY  - JOUR
TI  - Why Closed-Set Scores Mislead: A Leakage-Aware Benchmark of Payload-Free Malware Traffic Classification Under Unseen Families and SDN Deployment
AU  - James, Arush
AU  - Chaudhary, Rohan
AU  - Mondal, Sayak
AU  - Kalaavathi, B.
PY  - 2026
DO  - 10.5281/zenodo.24029982
UR  - https://doi.org/10.5281/zenodo.24029982
ER  - 

APA

Arush, J., Rohan, C., Sayak, M., & B., K. (2026). Why Closed-Set Scores Mislead: A Leakage-Aware Benchmark of Payload-Free Malware Traffic Classification Under Unseen Families and SDN Deployment. https://doi.org/10.5281/zenodo.24029982

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