iBranchy: An Accelerated Edge Inference Platform for loT Devices◊. - Santosh Kumar Nukavarapu; Mohammed Ayyat; Tamer Nadeem (SEC, 2021)

Dynamic Deep Neural Network Adversarial Attacks for Edge-based IoT Devices. - Mohammed Ayyat; Santosh Kumar Nukavarapu; Tamer Nadeem (GLOBECOM, 2022)

MirageNet - Towards a GAN-based Framework for Synthetic Network Traffic Generation. - Santosh Kumar Nukavarapu; Mohammed Ayyat; Tamer Nadeem (GLOBECOM, 2022)

Class-Aware Neural Networks for Efficient Intrusion Detection on Edge Devices. - Mohammed Ayyat; Tamer Nadeem; Bartosz Krawczyk (SECON, 2023)

NetworkTouch: A vibrotactile check-in device for cyberattack detection and monitoring. - J. Michael Bertsch; Mohammed Ayyat; Tamer Nadeem; Gregory J. Gerling (HAPTICS, 2024)

ClassyNet: Class-Aware Early-Exit Neural Networks for Edge Devices. - Mohammed Ayyat; Tamer Nadeem; Bartosz Krawczyk (IEEE Internet Things J., 2024)

RACENet: Real-time Adaptive Class-aware Early-exit Networks for Edge Devices. - Mohammed Ayyat; Mohamed Osman; Tamer Nadeem (PerCom, 2025)

Opportunities and Challenges of Foundation Models in Industrial Manufacturing. - Mohammed Ayyat; Mohamed Osman; Tamer Nadeem (IEEE Access, 2025)