Ting Ma

Source-Platform Attribution in Open-Source UAV Flight-Control Software: A Multi-View Representation Study

This study benchmarks lexical, frozen semantic, and multi-view pipelines for five open-source UAV flight-control repositories and shows that concatenation and equal-mean fusion outperform the learned gate on PKS, that removing supervised contrastive learning does not reduce performance, and that the indicator branch re...