Benchmarking the benchmark - Comparing synthetic and real-world Network IDS datasets.
Siamak LayeghyMarcus GallagherMarius PortmannPublished in: J. Inf. Secur. Appl. (2024)
Keyphrases
- synthetic and real world
- network model
- wireless sensor networks
- data sets
- computer networks
- network size
- peer to peer
- heterogeneous networks
- communication networks
- intrusion detection system
- network parameters
- real time
- uci machine learning repository
- network design
- complex networks
- network structure
- wireless networks
- benchmark datasets
- bayesian networks
- feature selection
- learning algorithm
- genetic algorithm