NSL-KDD nsl-kdd Leaderboard
Auto-discovered from papers reporting NSL-KDD (Accuracy). · Metric: Accuracy (higher is better)
| # | Model | Accuracy | Paper |
|---|---|---|---|
| 1 | Intelligent Security Threat Detection in Cloud Computing Using Machine Learning Techniques | 99.00 | — |
| 2 | Implementation of an intelligent multi-cyber threat detection model based on double-deep Q-networks and CNN | 98.57 | — |
| 3 | Machine Learning Based Intrusion Detection System for Network Security | 98.20 | — |
| 4 | AI-Driven Machine Learning Model for Real-Time Cyber Threat Detection in Network Environments | 96.90 | — |
| 5 | Design of Dynamic Network Security Defense Mechanism Driven by Light GBM | 96.20 | — |
| 6 | Network Attack Sample Generation and Detection Based on Generative Adversarial Networks | 94.33 | — |
| 7 | Critical Minority-Class Attack Detection for Industrial Internet Based on Improved Conditional Generative Adversarial Networks | 94.00 | — |
| 8 | A Network Security Situation Assessment Scheme With Attack Detection Optimized by TAG-Net | 81.87 | — |