VulnerGAN: a backdoor attack through vulnerability amplification against machine learning-based network intrusion detection systems.
Guangrui LiuWeizhe ZhangXinjie LiKaisheng FanShui YuPublished in: Sci. China Inf. Sci. (2022)
Keyphrases
- network intrusion detection systems
- network intrusion
- machine learning
- network intrusion detection
- intrusion detection
- intrusion detection system
- network security
- attack graphs
- security vulnerabilities
- buffer overflow
- machine learning algorithms
- fraud detection
- countermeasures
- penetration testing
- pattern recognition
- active learning
- learning algorithm
- risk assessment
- network traffic
- machine learning methods
- anomaly detection
- attack graph
- denial of service attacks
- security risks
- data analysis
- social networks
- data mining
- unsupervised learning
- text mining
- natural language processing
- supervised learning
- bayesian networks
- decision trees
- feature selection