Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention.
Cheryl LeeTianyi YangZhuangbin ChenYuxin SuYongqiang YangMichael R. LyuPublished in: ICSE (2023)
Keyphrases
- software systems
- anomaly detection
- cross modal
- semi supervised
- unsupervised anomaly detection
- multi modal
- unsupervised learning
- software engineering
- intrusion detection
- software development
- source code
- multimedia retrieval
- image retrieval
- multimedia databases
- visual similarity
- labeled data
- pairwise
- semi supervised learning
- detect anomalies
- multi agent systems
- data sets
- artificial intelligence
- database
- real world
- data processing