Mohammed Atiquzzaman’s work spans machine learning and network optimization for secure, resilient communications: privacy‑preserving and federated learning, trustworthy AI collaboration, adaptive intrusion detection, and 5G/6G systems—applied across IoT, aerospace, and transportation networks.