Comparative Evaluation of Static Embedding Models for HTTP Request Anomaly Detection

arXiv:2609.26860 · cs.CR, cs.AI · Submitted 2026-09-22 · Read on arXiv

cs.CR, cs.AI

Submitted: 2026-09-22

Updated: 2026-09-22

Terminology

Embeddings — 50× in this paper · explained in 2 episodes
AUC — 12× in this paper · explained in 2 episodes
Accuracy — 8× in this paper · explained in 1 episode
Vector Representations — 7× in this paper · explained in 2 episodes
Robustness — 5× in this paper · explained in 5 episodes
Generalization — 4× in this paper · explained in 13 episodes
Hyperparameters — 4× in this paper · explained in 2 episodes
Aggregation — 3× in this paper · explained in 1 episode
Approximate Nearest Neighbor — 2× in this paper
Benchmark — 2× in this paper · explained in 2 episodes
Core — 2× in this paper · explained in 2 episodes
Core Rule Set — 2× in this paper
Explainability — 2× in this paper · explained in 3 episodes
Feature Extraction — 2× in this paper · explained in 2 episodes
Feature Selection — 2× in this paper · explained in 4 episodes
Isolation Forest — 2× in this paper
Random Forest — 2× in this paper
Transformer — 2× in this paper · explained in 2 episodes
Adaptability — 1× in this paper · explained in 1 episode
Calibration — 1× in this paper · explained in 7 episodes
Consistency — 1× in this paper · explained in 3 episodes
Continuous Bag-of-Words — 1× in this paper
Fine-Tuning — 1× in this paper · explained in 5 episodes
Local Outlier Factor — 1× in this paper
Representation Learning — 1× in this paper · explained in 2 episodes
True Positive Rate — 1× in this paper

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