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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

S. Chmielewski

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Sep 2026

Detection latency in container-based Cyber Ranges

An experimental study of detection latency and scenario-level observability in a minimal container-based cyber range based exclusively on application-level telemetry provides a practical empirical baseline for future comparisons involving more complex monitoring pipelines and alternative cyber range architectures.

S. Chmielewski · 0 citations
Open access Aug 2026

Improved Fusion of Optical Flow and Dead Reckoning for UAV Navigation Using Digital Terrain Models and Data-Driven Velocity Correction

Three targeted improvements to a software pipeline for optical flow-assisted UAV navigation are presented, including a one-dimensional Kalman filter with an innovation gate that suppresses velocity spikes caused by abrupt terrain transitions and a compact data-driven correction module that estimates a multiplicative ve...

Jakub Walczak, Piotr Targowski, S. Chmielewski et al. · 0 citations

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