On the Impact of Entropy-based Features

arXiv:2607.15379 · cs.CR, cs.LG · Submitted 2026-07-16 · Read on arXiv

Iuri Mundstock, Abreu Quevedo, Jéferson Campos Nobre, Roben C. Lunardi, Thiago L. T. da Silveira, Bruno L. Dalmazo

cs.CR, cs.LG

Submitted: 2026-07-16

Comments: This manuscript has been accepted for presentation at the IEEE International Symposium on Computers and Communications (ISCC 2026)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Accuracy — 5× in this paper · explained in 1 episode
Feature Engineering — 4× in this paper · explained in 3 episodes
Feature Selection — 3× in this paper · explained in 4 episodes
Generalization — 2× in this paper · explained in 13 episodes
Interpretability — 2× in this paper · explained in 15 episodes
Robustness — 2× in this paper · explained in 5 episodes
Adaptive Mechanism — 1× in this paper · explained in 1 episode
Adaptive Weighting — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Calibration — 1× in this paper · explained in 7 episodes
Computational overhead — 1× in this paper · explained in 2 episodes
Explainability — 1× in this paper · explained in 3 episodes
F1 Score — 1× in this paper · explained in 3 episodes
Generalizability — 1× in this paper · explained in 6 episodes
Regularization — 1× in this paper · explained in 3 episodes

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