Enhancing Multiclass Malware Classification in Resource-Constrained Environments

arXiv:2609.27950 · cs.CR, cs.LG · Submitted 2026-08-23 · Read on arXiv

cs.CR, cs.LG

Submitted: 2026-08-23

Updated: 2026-08-23

Terminology

Accuracy — 84× in this paper · explained in 1 episode
Random Forest — 54× in this paper
Decision Tree — 28× in this paper
Feature Selection — 22× in this paper · explained in 4 episodes
Genetic Algorithm — 14× in this paper
K-Nearest Neighbor — 11× in this paper
Firefly Optimization Algorithm — 5× in this paper
Consistency — 4× in this paper · explained in 3 episodes
Feature Extraction — 4× in this paper · explained in 2 episodes
F1 Score — 3× in this paper · explained in 3 episodes
Federated Learning — 3× in this paper · explained in 15 episodes
Long Short-term Memory — 3× in this paper
Principal Component Analysis — 3× in this paper
Redundancy — 3× in this paper · explained in 2 episodes
Robustness — 3× in this paper · explained in 5 episodes
AUC — 2× in this paper · explained in 2 episodes
Benchmark — 2× in this paper · explained in 2 episodes
Clustering — 2× in this paper · explained in 2 episodes
Convolutional Neural Networks — 2× in this paper
Feature Engineering — 2× in this paper · explained in 3 episodes
Generalizability — 2× in this paper · explained in 6 episodes
Principal Component Analysis (PCA) — 2× in this paper · explained in 4 episodes
Support Vector Machine — 2× in this paper
Adam — 1× in this paper · explained in 2 episodes
Adaptability — 1× in this paper · explained in 1 episode
Data Augmentation — 1× in this paper · explained in 7 episodes
Ensemble Learning — 1× in this paper · explained in 2 episodes
Explainability — 1× in this paper · explained in 3 episodes
Federated Learning (FL) — 1× in this paper · explained in 7 episodes
Internet of Things — 1× in this paper
Regularization — 1× in this paper · explained in 3 episodes

Sources

Real-time Threat Detection Strategies for Resource-constrained Devices

Terminology

Sources

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