xNIDS: Explaining Deep Learning-based Network Intrusion Detection Systems for Active Intrusion Responses.
Feng WeiHongda LiZiming ZhaoHongxin HuPublished in: USENIX Security Symposium (2023)
Keyphrases
- deep learning
- network intrusion detection systems
- intrusion detection system
- intrusion detection
- network intrusion
- network intrusion detection
- network security
- unsupervised learning
- unsupervised feature learning
- machine learning
- anomaly detection
- network traffic
- computer networks
- mental models
- weakly supervised
- deep architectures
- computer systems
- decision trees
- data mining
- higher order
- multi class
- pairwise
- fraud detection
- data analysis
- pattern recognition