Trustworthy AI and AI Security
Assessment, protection, and explanation of AI-enabled systems under adversarial and operational uncertainty.
- Trustworthy AI
- Adversarial AI
- Explainability
Research
Research Areas
High-level research areas reflecting the team's project participation and technical capabilities.
Cybersecurity for Critical and Cyber-Physical Systems
Security methods for connected services, cyber-physical infrastructures, and resilient technical environments.
- Cybersecurity
- CPS
- Resilience
Post-Quantum Security and Quantum Software Engineering
Migration, crypto-agility, and secure engineering methods for emerging quantum software ecosystems.
- Post-quantum
- Quantum software
- Crypto-agility
Secure Data Spaces, Compliance, and Interoperability
Compliance-aware data sharing, semantic interoperability, and trustworthy data ecosystem architectures.
- Data spaces
- Compliance
- Interoperability
Digital Twins for Monitoring, Forensics, and Validation
Digital twin concepts for monitoring, forensic reconstruction, explainable analysis, and validation workflows.
- Digital twins
- Forensics
- Validation
Edge, Cloud, and HPC Infrastructure for Research Prototypes
Infrastructure-supported experimentation across edge, cloud, GPU, HPC, AI, data, and quantum workloads.
- HPC
- Cloud
- Research prototypes
UAV, IoT, and Distributed Systems Security
Trust, networking, and security evaluation for UAV-assisted monitoring, IoT, and distributed systems.
- UAV
- IoT
- Distributed systems