IDSLab: A Low-Code Platform for End-to-End IDS Dataset Construction and Experimentation

Keyphrases

• Intrusion Detection System 100%
• Dataset Generation 100%
• Low-code Platforms 100%
• Kubernetes 33%
• Graph-based 33%
• Graphical User Interface 33%
• Data-centric 33%
• Data Graph 33%
• Network Data 33%
• DDoS Detection 33%
• Heterogeneous Data Sources 33%
• Environmental Management 33%
• Extensible Framework 33%
• Construction-based 33%
• Systems Research 33%
• Multi-source Data 33%
• ML-based 33%
• System Prototype 33%
• Machine Learning-based Intrusion Detection System 33%
• Detection Robustness 33%
• Low-code 33%
• Adversarial Simulation 33%

Computer Science

• Intrusion Detection System 100%
• Machine Learning 25%
• Learning System 25%
• Kubernetes 25%
• Use Case 25%
• Graphical Interface 25%
• Multi-Source 25%
• Interactivity 25%