A Practical Intrusion Detection System Trained on Ambiguously Labeled Data for Enhancing IIoT Security.
Wenzhuo YangZhaowei ChuJiani FanZiyao LiuKwok-Yan LamPublished in: CPSS@AsiaCCS (2023)
Keyphrases
- labeled data
- intrusion detection system
- intrusion detection
- network security
- unlabeled data
- semi supervised
- semi supervised learning
- security measures
- cyber security
- anomaly detection
- active learning
- training data
- supervised learning
- computer networks
- text classification
- information security
- transfer learning
- domain adaptation
- data points
- network traffic
- trained classifiers
- distributed intrusion detection
- labeled training data
- labeled examples
- security policies
- class labels
- training set
- real world
- labeled and unlabeled data
- training examples
- unauthorized access
- prior knowledge
- labeled data for training
- learning algorithm
- co training
- labeling effort
- machine learning
- computer systems
- reinforcement learning
- text categorization
- dos attacks
- data management
- e government
- pairwise
- similarity measure