A Cross-Dataset based Zero-Day Intrusion Detection System by Integrating Siamese Network and Reinforcement Learning

arXiv:2609.26115 · cs.CR · Submitted 2026-08-06 · Read on arXiv

cs.CR

Submitted: 2026-08-06

Updated: 2026-08-06

DOI: 10.1016/j.icte.2026.05.001

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

Terminology

Accuracy — 39× in this paper · explained in 1 episode
Reinforcement Learning — 22× in this paper · explained in 4 episodes
AUC — 7× in this paper · explained in 2 episodes
Generalization — 6× in this paper · explained in 13 episodes
Proximal Policy Optimization — 6× in this paper
Ablation — 5× in this paper · explained in 1 episode
Adaptability — 5× in this paper · explained in 1 episode
Ablation study — 4× in this paper · explained in 1 episode
Actor — 4× in this paper · explained in 3 episodes
Transformer — 4× in this paper · explained in 2 episodes
Benchmark — 3× in this paper · explained in 2 episodes
Generalizability — 3× in this paper · explained in 6 episodes
Clustering — 2× in this paper · explained in 2 episodes
Ensemble Learning — 2× in this paper · explained in 2 episodes
F1 Score — 2× in this paper · explained in 3 episodes
Feature Selection — 2× in this paper · explained in 4 episodes
Fidelity — 2× in this paper · explained in 2 episodes
International Journal of Global Innovations and Solutions — 2× in this paper
Internet of Things — 2× in this paper
Proximal Policy Optimization (PPO) — 2× in this paper · explained in 4 episodes
Q-learning — 2× in this paper · explained in 3 episodes
Reinforcement Learning (RL) — 2× in this paper · explained in 25 episodes
Activation Function — 1× in this paper · explained in 1 episode
Analyzer — 1× in this paper · explained in 1 episode
Canadian Institute for Cybersecurity — 1× in this paper
Consistency — 1× in this paper · explained in 3 episodes
Deep Q-Networks — 1× in this paper
Distillation — 1× in this paper · explained in 2 episodes
Feature Extraction — 1× in this paper · explained in 2 episodes
Federated Learning — 1× in this paper · explained in 14 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Knowledge Distillation — 1× in this paper · explained in 11 episodes
Principal Component Analysis — 1× in this paper
Principal Component Analysis (PCA) — 1× in this paper · explained in 4 episodes
Quantization — 1× in this paper · explained in 12 episodes
Regularization — 1× in this paper · explained in 3 episodes
Reward Function — 1× in this paper · explained in 2 episodes
Soft Actor-Critic — 1× in this paper
Transferability — 1× in this paper · explained in 4 episodes

Terminology

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