A lightweight intrusion detection system for internet of vehicles based on transfer learning and MobileNetV2 with hyper-parameter optimization.
Yingqing WangGuihe QinMi ZouYanhua LiangGuofeng WangKunpeng WangYao FengZizhan ZhangPublished in: Multim. Tools Appl. (2024)
Keyphrases
- lightweight
- transfer learning
- intrusion detection system
- parameter optimization
- computer networks
- intrusion detection
- network security
- anomaly detection
- labeled data
- genetic algorithm ga
- genetic algorithm
- differential evolution
- active learning
- machine learning
- network traffic
- reinforcement learning
- parameter estimation
- text classification
- parameter settings
- dos attacks
- computer systems
- collaborative filtering
- text categorization
- wireless sensor networks
- semi supervised learning
- data mining
- learning algorithm
- semi supervised
- support vector machine
- knn
- neural network
- pid controller
- feature space
- evolutionary algorithm
- machine learning algorithms
- text mining
- data mining techniques
- data sets