The dashboard says "perfect:" a systematic audit of label-free model monitoring and test-time adaptation under temporal distribution shift in network intrusion detection.
- DOI
- 10.3389/frai.2026.1928858
- Published
- 2026
- Container
- Frontiers in artificial intelligence
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
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Cite this work
BibTeX
@article{allodium:10.3389/frai.2026.1928858,
title = {The dashboard says "perfect:" a systematic audit of label-free model monitoring and test-time adaptation under temporal distribution shift in network intrusion detection.},
author = {Ahmed W and Rahaman MA and Roy P and Alam P},
year = {2026},
journal = {Frontiers in artificial intelligence},
doi = {10.3389/frai.2026.1928858},
url = {https://doi.org/10.3389/frai.2026.1928858}
}RIS
TY - JOUR TI - The dashboard says "perfect:" a systematic audit of label-free model monitoring and test-time adaptation under temporal distribution shift in network intrusion detection. AU - Ahmed W AU - Rahaman MA AU - Roy P AU - Alam P PY - 2026 JO - Frontiers in artificial intelligence DO - 10.3389/frai.2026.1928858 UR - https://doi.org/10.3389/frai.2026.1928858 ER -
APA
W, A., MA, R., P, R., & P, A. (2026). The dashboard says "perfect:" a systematic audit of label-free model monitoring and test-time adaptation under temporal distribution shift in network intrusion detection.. Frontiers in artificial intelligence. https://doi.org/10.3389/frai.2026.1928858
Source records
- pubmed · retrieved 2026-11-10T11:51:19.071Z