TrojanFlow: A Neural Backdoor Attack to Deep Learning-based Network Traffic Classifiers.
Rui NingChunsheng XinHongyi WuPublished in: INFOCOM (2022)
Keyphrases
- network traffic
- deep learning
- normal traffic
- network intrusions
- intrusion detection
- network intrusion
- unsupervised learning
- anomaly detection
- malicious traffic
- network security
- unsupervised feature learning
- machine learning
- network intrusion detection
- training data
- traffic data
- intrusion detection system
- mental models
- weakly supervised
- feature selection
- traffic patterns
- training set
- decision trees
- information retrieval
- information systems
- detection mechanism
- training examples
- text mining