Banking Malware Detection: Leveraging Federated Learning with Conditional Model Updates and Client Data Heterogeneity.
Nahid Ferdous AurnaMd Delwar HossainHideya OchiaiYuzo TaenakaLatifur KhanYouki KadobayashiPublished in: ICISSP (2024)
Keyphrases
- prior knowledge
- experimental data
- learning models
- accurate models
- data sets
- data sources
- malware detection
- hidden variables
- probabilistic model
- probability distribution
- input data
- network structure
- high level
- background knowledge
- data mining techniques
- learning process
- reinforcement learning
- training data
- anomaly detection
- open source
- xml documents
- data structure