2 papers
cs.LO2026
Verifying DNN-based Semantic Communication Against Generative Adversarial Noise
Thanh Le, Hai Duong, ThanhVu Nguyen +1
Safety-critical applications like autonomous vehicles and industrial IoT are adopting semantic communication (SemCom) systems using deep neural networks to reduce bandwidth and inc…
cs.NI2025
FGGM: Formal Grey-box Gradient Method for Attacking DRL-based MU-MIMO Scheduler
Thanh Le, Hai Duong, Yusheng Ji +2
In 5G mobile communication systems, MU-MIMO has been applied to enhance spectral efficiency and support high data rates. To maximize spectral efficiency while providing fairness am…