I mainly conduct research in the area of dependability in embedded and IoT-enabled cyber-physical systems, with expertise in the areas of electronic design automation (CAD), test, diagnosis, reliability, fault tolerance, safety and security of large-scale integrated circuits and (safety-critical) embedded systems. Current areas of focus are listed below (representative), with applications in intelligent critical infrastructure systems such as smart grids, UAVs, robotics and autonomous vehicles:
- Dependability and security in embedded and IoT-based cyber-physical systems
- Test, diagnosis, reliability, fault-tolerance and safety of integrated circuits and (safety-critical) embedded systems
- Optimization of performance and dependability/security of AI/ML edge intelligence
- Reliability and security of resource-constrained edge-based ML/Accelerators
- Hardware-enabled security in embedded systems
- Cyber-security in intelligent (ML-based/model-based) cyber-physical systems
- ML-based fault diagnosis and anomaly classification
- Graph theory and (parallel) algorithms for automation tools; decision diagrams and SA
Please visit the KIOS Research and Innovation Center of Excellence webpage for more details on research projects.
If you are a prospective student/researcher interested in joining our research team, feel free to contact me directly. I am constantly seeking for highly-motivated students (both at undergraduate- and graduate/PhD-level) and researchers (post-doctoral associates) for a number of available positions!