It is your data!
1. Protect data!
-> use cryptography
2. Consolidate data!
-> use data engineering and big data technologies
3. Optimize according to data!
-> digitalize, boost with AI
4. Monetize data!
-> use blockchain and smart contracts
Who is it for?
For business and industry:
Data from business procedures and industrial processes according to Industry 4.0/5.0
For smart homes:
Data from business procedures and industrial processes according to Industry 4.0/5.0
For smart cities:
Data from business procedures and IoT devices for communal services, surveillance systems, etc.
Active projects:
Machine learning
Machine learning algorithms for risk assessment
Cryptography
Customized and chaos-based cryptographic devices and systems: RNGs, encryption devices, customization of standard algorithms (e.g. chaotic s-boxes for AES), algorithms for additional layers of encryption
Future projects:
Next generation of cyber-security:
- lattice based algorithms for post-quantum cyber-security
- homomorphic and functional encryption for machine learning applications
- side-channel attack analysis
An e2e data pipeline solution:
- data integration in batch/real-time: Apache Sqoop, Apache Airflow, Apache Nifi, Kafka
- data processing: Apache Spark, Apache Hadoop
- data store: Apache Hive, PostgreSQL
A blockchain platform for IoT:
- IoT devices as blockchain oracles (authentication and immutability/trust in IoT software and hardware, multisensor solutions, tamper detection)
- edge computing for optimization of data amount and content/aggregation
- monetization of IoT data
AI for BPMN-based business procedures:
- business procedures described using machine-readable standards (e.g. BPMN)
- optimize procedures using AI methods