Privacy-Preserving Anomaly Detection in Stochastic Dynamical Systems: Synthesis of Optimal Gaussian Mechanisms.
Haleh HayatiCarlos MurguiaNathan van de WouwPublished in: CoRR (2022)
Keyphrases
- anomaly detection
- privacy preserving
- dynamical systems
- linear quadratic
- intrusion detection
- privacy preserving data mining
- detecting anomalies
- privacy preservation
- anomalous behavior
- nonlinear dynamical systems
- optimal control
- network intrusion detection
- state space
- vertically partitioned data
- network traffic
- dynamic programming
- sensitive information
- private information
- secure multiparty computation
- negative selection algorithm
- privacy protection
- intrusion detection system
- data privacy
- privacy concerns
- detect anomalies
- personal data
- one class support vector machines
- unsupervised learning
- sensitive data
- information systems
- maximum likelihood
- optimal solution
- training data