A topological data analysis approach for detecting data poisoning attacks against machine learning based network intrusion detection systems.
Galamo MonkamMichael J. De LuciaNathaniel D. BastianPublished in: Comput. Secur. (2024)
Keyphrases
- data analysis
- machine learning
- data collection
- data processing
- knowledge discovery
- data sets
- network intrusion detection systems
- data visualization
- high dimensional data
- data structure
- real world
- active learning
- spatial data
- big data
- data mining
- website
- computer systems
- intrusion detection
- information retrieval
- statistical methods
- data mining applications