Artificial Intelligence based Network Intrusion Detection with hyper-parameter optimization tuning on the realistic cyber dataset CSE-CIC-IDS2018 using cloud computing.
V. KanimozhiT. Prem JacobPublished in: ICT Express (2019)
Keyphrases
- cloud computing
- network intrusion detection
- parameter optimization
- intrusion detection system
- intrusion detection
- artificial intelligence
- anomaly detection
- parameter settings
- genetic algorithm ga
- computing resources
- network intrusion
- network security
- cloud computing environment
- data center
- data management
- genetic algorithm
- computer networks
- parameter estimation
- network traffic
- differential evolution
- cloud computing platform
- service providers
- fraud detection
- data mining techniques
- support vector machine
- database systems
- computer systems
- pid controller
- database
- fitness function
- pairwise
- real world
- information security
- maximum likelihood
- computational intelligence
- active learning
- data sets