Security & privacy analysis
Threat, privacy-risk, network-traffic and data-flow analysis for intelligent and data-intensive systems.
What we offer
Privacy-preserving AI
Federated, confidential and secure-computation methods that reduce data exposure in machine-learning systems.
Secure data processing
Secure architectures and processing pipelines for sensitive information, analytics and model development.
Cybersecurity & Privacy-Preserving AI
We offer cybersecurity and privacy analysis for AI and data-intensive systems, covering risks across data, models, infrastructure and computation. Our services include network traffic supervision for anomaly and threat detection, alongside privacy-preserving machine-learning solutions using federated, distributed, confidential and secure-computation methods.
- Network traffic supervision & threat detection
- Federated & distributed learning
- Confidential AI & secure computation
- Data and model protection
Health Data Analytics & Secure Processing
We design secure processing and analytics solutions for sensitive health-data environments. Our service combines protected data pipelines, privacy and data-flow analysis, appropriate modelling methods and governance-aware system design.
- Secure analytics pipelines
- Privacy and data-flow analysis
- Modelling with sensitive data
- Governance-aware system design