Event-Native Symbolic-Temporal Spike Encoding Framework for Heterogeneous Cyber Streams

arXiv:2609.15772 · cs.NE, cs.AI, cs.CR · Submitted 2026-09-14 · Read on arXiv

cs.NE, cs.AI, cs.CR

Submitted: 2026-09-14

Updated: 2026-09-14

Comments: Accepted in The 38th IEEE International Conference on Tools with Artificial Intelligence (ICTAI)

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

Terminology

Accuracy — 9× in this paper · explained in 1 episode
Aggregation — 8× in this paper · explained in 1 episode
Ablation — 5× in this paper · explained in 1 episode
Alignment — 5× in this paper · explained in 1 episode
Benchmark — 3× in this paper · explained in 2 episodes
Spiking Neural Networks (SNNs) — 3× in this paper · explained in 3 episodes
Ablation study — 2× in this paper · explained in 1 episode
Controller Area Network — 2× in this paper
Core — 2× in this paper · explained in 2 episodes
Decision Tree — 2× in this paper
Evolutionary Optimization for Neuromorphic Systems — 2× in this paper
Random Forest — 2× in this paper
Verification — 2× in this paper · explained in 2 episodes
Attack Detection Rate — 1× in this paper
Embeddings — 1× in this paper · explained in 2 episodes
Feature Engineering — 1× in this paper · explained in 3 episodes
Gaussian Naive Bayes — 1× in this paper
Generalization — 1× in this paper · explained in 13 episodes
International Joint Conference on Neural Networks — 1× in this paper
Internet Assigned Numbers Authority — 1× in this paper
Logistic Regression — 1× in this paper
Sparsity — 1× in this paper · explained in 4 episodes
Transferability — 1× in this paper · explained in 4 episodes
Transformer — 1× in this paper · explained in 2 episodes

Related papers