NAttack! Adversarial Attacks to bypass a GAN based classifier trained to detect Network intrusion.
Aritran PiplaiSai Sree Laya ChukkapalliAnupam JoshiPublished in: BigDataSecurity/HPSC/IDS (2020)
Keyphrases
- network intrusion
- network intrusion detection
- intrusion detection
- network attacks
- network security
- network intrusion detection systems
- training set
- svm classifier
- fraud detection
- anomaly detection
- network traffic
- training process
- multi layer perceptron
- intrusion detection system
- detection algorithm
- supervised training
- support vector machine
- feature space
- detection method
- training data
- feature selection
- normal behavior
- information security
- support vector machine svm
- unsupervised learning
- support vector
- social networks
- label noise
- gray scale
- structuring elements
- data mining
- image classification
- reinforcement learning
- learning algorithm