VeriTrain: Validating MLaaS Training Efforts via Anomaly Detection.
Xiaokuan ZhangYang ZhangYinqian ZhangPublished in: IEEE Trans. Dependable Secur. Comput. (2024)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- network traffic
- anomalous behavior
- network intrusion detection
- unsupervised anomaly detection
- network anomaly detection
- connectionist systems
- detecting anomalous
- intrusion detection system
- unsupervised learning
- network security
- detect anomalies
- one class support vector machines
- behavior analysis
- negative selection algorithm
- pairwise
- malware detection
- computer security
- network intrusion
- normal traffic
- data assimilation
- cumulative sum
- training set