DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications.
Dongqi HanZhiliang WangWenqi ChenYing ZhongSu WangHan ZhangJiahai YangXingang ShiXia YinPublished in: CoRR (2021)
Keyphrases
- anomaly detection
- deep learning
- intrusion detection
- unsupervised learning
- computer security
- network security
- intrusion detection system
- network intrusion detection
- anomalous behavior
- detecting anomalies
- malware detection
- information security
- network traffic
- machine learning
- one class support vector machines
- network anomaly detection
- mental models
- intrusion prevention
- model selection
- detect anomalies
- negative selection algorithm
- dimensionality reduction
- supervised learning
- object recognition
- semi supervised
- face recognition
- image processing
- real world