Polish Research Infrastructure Network for AI Assisted Science
FENG.02.04-IP.04-0019/24
Project duration
-
Łukasz
Sobczak
Ph.D. Eng.
Email
Status
employee
Orcid ID
0000-0001-9439-1812
Position
Assistant Professor
Research group
Security, Modelling and Performance Evaluation GroupLatest publications
- Kelesoglu N.; Sobczak Ł.; Domańska J.; Grounding LLM-Generated Network Traffic in Semantics: A Knowledge-Graph Framework for Detecting and Explaining Protocol Hallucinations; In Press: ACM International Conference on Information and Knowledge Management (CIKM); 2026
- Kelesoglu N.; Sobczak Ł.; Why the Robot Said No: Knowledge-Graph-Grounded Explanations for LLM-Based Robot Planning; In Press: International Semantic Web Conference (ISWC); 2026
- Sobczak Ł.; Kelesoglu N.; Domańska J.; Knowledge-Graph-Grounded Multimodal Explanations for Trustworthy Time-Series Forecasting in DevOps Systems; In Press: International Semantic Web Conference (ISWC); 2026
- Varol A.; Kołodziej K.; Sobczak Ł.; Romaszewski M.; Głomb P.; Motlagh N.; Leino M.; Virkki J.; Enabling Cloud-Level Accuracy in Edge AI through IoT Data Preprocessing; arXiv preprint arXiv ; 2026
Projects
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Zaawansowane narzędzie utrzymania i diagnostyki aplikacji dla Start-upów IT
FENG.01.01-IP.01-A0GV/24-00Project duration- -
Zero-Day Network Attack Detection via Knowledge-Graph-Grounded Verifiable Explanations
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Semantic Spatial Orientation System - Vision Mapping for an Autonomous Robotic System in a 3D Simulation Environment