Efficient implementation of image representation, visual geometry group with 19 layers and residual network with 152 layers for intrusion detection from UNSW-NB15 dataset.
Youssef F. SallamSamy Abd El-NabiWalid El-ShafaiHossam Eldin H. AhmedAdel A. SaleebNirmeen A. El-BahnasawyFathi E. Abd El-SamiePublished in: Secur. Priv. (2023)
Keyphrases
- intrusion detection
- efficient implementation
- image representation
- network traffic
- network intrusion
- network traffic data
- intrusion detection system
- intrusion prevention
- image classification
- network attacks
- multiscale
- anomaly detection
- network security
- network intrusion detection
- computer networks
- image content
- scene categories
- intrusion detection and prevention
- object recognition
- bag of words
- information security
- detecting anomalous
- image features
- data mining
- scene recognition
- network intrusions
- image retrieval
- outlier mining
- sparse representation
- high detection rate
- scene categorization
- image processing
- visual words
- information retrieval
- machine learning
- image segmentation
- alert correlation
- worm detection
- feature space