Link-based Anomaly Detection with Sysmon and Graph Neural Networks.
Charlie GrimshawBrian LachineTaylor PerkinsEmilie CootePublished in: ICAIC (2024)
Keyphrases
- anomaly detection
- neural network
- connectionist systems
- intrusion detection
- detecting anomalies
- web graph
- network traffic
- link analysis
- anomalous behavior
- network intrusion detection
- pattern recognition
- network anomaly detection
- detecting anomalous
- intrusion detection system
- behavior analysis
- computer security
- negative selection algorithm
- one class support vector machines
- detect anomalies
- unsupervised anomaly detection
- network security
- unsupervised learning
- genetic algorithm
- cumulative sum
- malware detection
- ranking algorithm
- self organizing maps
- reinforcement learning
- bayesian networks
- machine learning