Henrik Abrahamsson
Senior Researcher
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Kista
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I am a researcher and project manager with a PhD in Computer Science. I am interested in exploratory data analysis and machine learning, especially methods for sharing and analyzing data in a secure and privacy-preserving way. My research background is in networks and Internet communications, but I currently work in many different application areas.
I am currently working on distributed AI for autonomous vehicles in the DREAM project.
I am also co-PI for AI-based Positioning and Personalization Platform for Human Body Models (HBMs) within Digital Futures.
Other current projects include:
- SID: Secure data sharing for Industrial Digitalization, focusing on privacy-preserving techniques (differential privacy and federated learning ) for data sharing and data analysis.
- GreenRoute – Optimising freight transport for a sustainable future, with focus on visualisation of the climate impact of freight transport with the intention to encourage behavioural change.
- AI-NET-PROTECT, where we did research on resilient and secure communication networks. Here, much of my work was about understanding traffic patterns and finding methods for automated and proactive anomaly detection.
Ask me about
Publications
Ask me about
Publications
- On the use of streaming telemetry data for network health monitoring and anomal…
- Towards automated and proactive anomaly detection in a fiber access network
- Utilizing Multi-Connectivity to Reduce Latency and Enhance Availability for Veh…
- Evolving 5G: ANIARA, an edge-cloud perspective
- Data-driven traffic flow : Summary of experiments
- Evolving 5G : ANIARA, an edge-cloud perspective
- Latency-aware Multipath Scheduling in Information-centric Networks
- ICN congestion control for wireless links
- Connected Vehicles in Cellular Networks: Multi-access versus Single-access Perf…