Open access
2026
X-ZeroSec: Zero-Shot Evasion Attack Detection in Deep Learning-Based Beamforming Prediction With XAI
With the rise of next-generation wireless systems, Deep Learning (DL)-based security solutions are gaining widespread adoption. One key area DL impacts is beamforming prediction in mmWave communication. This study investigates how vulnerable AI-based models are to adversarial attacks, which can disrupt network performa...
Thulitha Senevirathna, Bartlomiej Siniarski, Madhusanka Liyanage et al.
· IEEE Transactions on Machine... · 0 citations