Explainable AI: Using Shapley Value to Explain Complex Anomaly Detection ML-Based Systems.
Jinying ZouOvanes PetrosianPublished in: MLIS (2020)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion detection
- network traffic
- intrusion detection system
- artificial intelligence
- connectionist systems
- computer security
- detecting anomalous
- intrusion prevention
- maximum likelihood
- pattern recognition
- network security
- behavior analysis
- bayesian networks
- network anomaly detection
- computer systems
- probabilistic model
- pairwise
- genetic algorithm