SimAD: A Simple Dissimilarity-based Approach for Time Series Anomaly Detection.
Zhijie ZhongZhiwen YuXing XiYue XuJiahui ChenKaixiang YangPublished in: CoRR (2024)
Keyphrases
- anomaly detection
- detect anomalies
- intrusion detection
- network intrusion detection
- detecting anomalies
- anomalous behavior
- behavior analysis
- network traffic
- intrusion detection system
- unsupervised anomaly detection
- unsupervised learning
- negative selection algorithm
- computer security
- decision trees
- network intrusion
- genetic algorithm
- network anomaly detection
- network security
- bayesian networks
- training data
- malware detection
- computer vision
- detecting anomalous
- connectionist systems
- cumulative sum
- machine learning