Publications
Attention-Driven Reinforcement Learning to Optimize Packet Retransmission in Semantic Communication
Mohamed Kamel, Tamer Nadeem
IEEE GLOBECOM 2025
Citation: Mohamed Kamel, Tamer Nadeem. “Attention-Driven Reinforcement Learning to Optimize Packet Retransmission in Semantic Communication.” IEEE GLOBECOM 2025.
SER Evals: In-domain and Out-of-domain benchmarking for speech emotion recognition
Mohamed Osman, Daniel Z Kaplan, Tamer Nadeem
In Proceedings of Interspeech 2024
Citation: Mohamed Osman, Daniel Z Kaplan, Tamer Nadeem. “SER Evals: In-domain and Out-of-domain benchmarking for speech emotion recognition.” In Proceedings of Interspeech 2024.
NetworkTouch: A haptic device for network traffic monitoring and cyberattack detection
J Michael Bertsch, Mohammed Ayyat, Tamer Nadeem, Gregory Gerling
2024 IISE Annual Conference and Expo, 2024
Citation: J Michael Bertsch, Mohammed Ayyat, Tamer Nadeem, Gregory Gerling. “NetworkTouch: A haptic device for network traffic monitoring and cyberattack detection.” 2024 IISE Annual Conference and Expo, 2024.
Class-Aware Neural Networks for Efficient Intrusion Detection on Edge Devices
Mohammed Ayyat, Tamer Nadeem, Bartosz Krawczyk
2023 20th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)
Citation: Mohammed Ayyat, Tamer Nadeem, Bartosz Krawczyk. “Class-Aware Neural Networks for Efficient Intrusion Detection on Edge Devices.” 2023 20th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON).
Autonomous on-device protocols: Empowering wireless with self-driven capabilities
Hannaneh B Pasandi, Tamer Nadeem
2024 IEEE Wireless Communications and Networking Conference (WCNC)
Citation: Hannaneh B Pasandi, Tamer Nadeem. “Autonomous on-device protocols: Empowering wireless with self-driven capabilities.” 2024 IEEE Wireless Communications and Networking Conference (WCNC).
NetworkTouch: A vibrotactile check-in device for cyberattack detection and monitoring
J Michael Bertsch, Mohammed Ayyat, Tamer Nadeem, Gregory J Gerling
2024 IEEE Haptics Symposium (HAPTICS)
Citation: J Michael Bertsch, Mohammed Ayyat, Tamer Nadeem, Gregory J Gerling. “NetworkTouch: A vibrotactile check-in device for cyberattack detection and monitoring.” 2024 IEEE Haptics Symposium (HAPTICS).
ClassyNet: Class-Aware Early Exit Neural Networks for Edge Devices
Mohammed Ayyat, Tamer Nadeem, Bartosz Krawczyk
IEEE Internet of Things Journal, 2023
Citation: Mohammed Ayyat, Tamer Nadeem, Bartosz Krawczyk. “ClassyNet: Class-Aware Early Exit Neural Networks for Edge Devices.” IEEE Internet of Things Journal, 2023.
Optimizing Honeypot Placement Strategies with Graph Neural Networks for Enhanced Resilience via Cyber Deception
Mohamed Osman, Tamer Nadeem, Ahmed Hemida, and Charles Kamhoua
Proceedings of the 2nd on Graph Neural Networking Workshop 2023
Citation: Mohamed Osman, Tamer Nadeem, Ahmed Hemida, and Charles Kamhoua. “Optimizing Honeypot Placement Strategies with Graph Neural Networks for Enhanced Resilience via Cyber Deception.” Proceedings of the 2nd on Graph Neural Networking Workshop 2023, 2023.
Towards Generalizable SER: Soft Labeling and Data Augmentation for Modeling Temporal Emotion Shifts in Large-Scale Multilingual Speech
Mohamed Osman, Tamer Nadeem, Ghada Khoriba
arXiv preprint arXiv:2311.08607
Citation: Mohamed Osman, Tamer Nadeem, Ghada Khoriba. “Towards Generalizable SER: Soft Labeling and Data Augmentation for Modeling Temporal Emotion Shifts in Large-Scale Multilingual Speech.” arXiv preprint arXiv:2311.08607.
Dynamic Deep Neural Network Adversarial Attacks for Edge-based IoT Devices
Mohammed Ayyat, Tamer Nadeem, and Santosh Nukavarapu
The 2022 IEEE Global Communications Conference (GLOBECOM ’22), Rio de Janeiro, Brazil, Dec 2022
Citation: Mohammed Ayyat, Tamer Nadeem, and Santosh Nukavarapu. “Dynamic Deep Neural Network Adversarial Attacks for Edge-based IoT Devices.” The 2022 IEEE Global Communications Conference (GLOBECOM ’22), Rio de Janeiro, Brazil, Dec 2022.
MirageNet - Towards a GAN-based Framework for Synthetic Network Traffic Generation
Santosh Nukavarapu, Tamer Nadeem, and Mohammed Ayyat
The 2022 IEEE Global Communications Conference (GLOBECOM ’22), Rio de Janeiro, Brazil, Dec 2022
Citation: Santosh Nukavarapu, Tamer Nadeem, and Mohammed Ayyat. “MirageNet - Towards a GAN-based Framework for Synthetic Network Traffic Generation.” The 2022 IEEE Global Communications Conference (GLOBECOM ’22), Rio de Janeiro, Brazil, Dec 2022.
Acoustic-WiFi: Audio Channel Assisted Wi-Fi Network for Smart Devices
Tamer Nadeem and Mostafa Uddin
IEEE Transaction on Communications, Vol. 70, Issue 6, June, 2022
Citation: Tamer Nadeem and Mostafa Uddin. “Acoustic-WiFi: Audio Channel Assisted Wi-Fi Network for Smart Devices.” IEEE Transaction on Communications, Vol. 70, Issue 6, June, 2022.
iBranchy: An Accelerated edge inference platform for IoT Devices
Santosh Nukavarapu, Mohammed Ayyat, and Tamer Nadeem
The 2nd Workshop on Edge Computing and Communications (EdgeComm) in conjunction of the Sixth ACM/IEEE Symposium on Edge Computing (SEC 2021), San Jose, CA, Dec 2021
Citation: Santosh Nukavarapu, Mohammed Ayyat, and Tamer Nadeem. “iBranchy: An Accelerated edge inference platform for IoT Devices.” The 2nd Workshop on Edge Computing and Communications (EdgeComm) in conjunction of the Sixth ACM/IEEE Symposium on Edge Computing (SEC 2021), San Jose, CA, Dec 2021.
Learning-Driven MU-MIMO Group Scheduling for Multi-User Multimedia Applications Over Commodity WiFi
Hannaneh B. Pasandi, Hadi Amirpour, Tamer Nadeem, Christian Trimmer
The 1st ACM CoNEXT Workshop on Design, Deployment, and Evaluation of Network-assisted Video Streaming (VisNext 2021) in conjunction with The 17th International Conference on emerging Networking EXperiments and Technologies (CoNEXT), Munich, Germany, Dec., 2021
Citation: Hannaneh B. Pasandi, Hadi Amirpour, Tamer Nadeem, Christian Trimmer. “Learning-Driven MU-MIMO Group Scheduling for Multi-User Multimedia Applications Over Commodity WiFi.” The 1st ACM CoNEXT Workshop on Design, Deployment, and Evaluation of Network-assisted Video Streaming (VisNext 2021) in conjunction with The 17th International Conference on emerging Networking EXperiments and Technologies (CoNEXT), Munich, Germany, Dec., 2021.
Towards a Learning-Based Framework for Self-Driving Design of Networking Protocols
Hannaneh B. Pasandi and Tamer Nadeem
IEEE Access, vol. 9, pp. 34829-34844, March 2021
Citation: Hannaneh B. Pasandi and Tamer Nadeem. “Towards a Learning-Based Framework for Self-Driving Design of Networking Protocols.” IEEE Access, vol. 9, pp. 34829-34844, March 2021.
Distributed Execution Platforms for Edge Computing
Ahmed Salem A, Tamer Nadeem, Theodoros Salonidis, Nerimit Desai
Book Chapter: “Distributed Execution Platforms for Edge Computing”, In: Taheri J & Deng S, (Ed.), Edge Computing: Models, Technologies and Applications, The Institution of Engineering and Technology (IET) Books, ISBN: 978-1-785-61940-3, August 2020
Citation: Ahmed Salem A, Tamer Nadeem, Theodoros Salonidis, Nerimit Desai. “Distributed Execution Platforms for Edge Computing.” Book Chapter in Edge Computing: Models, Technologies and Applications, The Institution of Engineering and Technology (IET) Books, August 2020.
CONVINCE: Collaborative Cross-Camera Video Analytics at the Edge
Hannaneh B. Pasandi and Tamer Nadeem
2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Austin, TX, USA, 2020
Citation: Hannaneh B. Pasandi and Tamer Nadeem. “CONVINCE: Collaborative Cross-Camera Video Analytics at the Edge.” 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Austin, TX, USA, 2020.
Unboxing mac protocol design optimization using deep learning
Hannaneh B. Pasandi, Tamer Nadeem
2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Austin, TX, USA, 2020
Citation: Hannaneh B. Pasandi, Tamer Nadeem. “Unboxing mac protocol design optimization using deep learning.” 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Austin, TX, USA, 2020.
Mac protocol design optimization using deep learning
Hannaneh Pasandi, Tamer Nadeem
The 2nd IEEE International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2020), Fukuoka, Japan, February 19-21, 2020
Citation: Hannaneh Pasandi, Tamer Nadeem. “Mac protocol design optimization using deep learning.” The 2nd IEEE International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2020), Fukuoka, Japan, February 19-21, 2020.