Try with Simpler - An Evaluation of Improved Principal Component Analysis in Log-based Anomaly Detection.
Lin YangJunjie ChenShutao GaoZhihao GongHongyu ZhangYue KangHuaan LiPublished in: ACM Trans. Softw. Eng. Methodol. (2024)
Keyphrases
- anomaly detection
- principal component analysis
- intrusion detection
- anomalous behavior
- detecting anomalies
- network traffic
- detecting anomalous
- computer security
- intrusion detection system
- network intrusion detection
- one class support vector machines
- unsupervised anomaly detection
- tensor analysis
- behavior analysis
- face recognition
- independent component analysis
- unsupervised learning
- detect anomalies
- feature extraction
- network anomaly detection
- negative selection algorithm
- cumulative sum
- network security
- text classification
- data analysis
- object recognition
- training data
- data assimilation
- connectionist systems
- image processing