Debugging Malware Classification Models Based on Event Logs with Explainable AI.
Joon-Young GwakPriti Prabhakar WakodikarMeng WangGuanhua YanXiaokui ShuScott D. StollerPing YangPublished in: ICDM (Workshops) (2023)
Keyphrases
- classification models
- event logs
- process mining
- control flow
- process model
- artificial intelligence
- business process
- decision trees
- training data
- log files
- feature selection
- software testing
- case based reasoning
- models built
- business processes
- data flow
- feature set
- expert systems
- security policies
- machine learning
- domain knowledge
- knowledge base
- real world
- feature vectors
- data streams
- pattern recognition
- website