CINSER pursues pure and applied research driven by intellectual ambition and practical
urgency to push the boundaries of technology and safety. The center's agenda fosters
collaborative, grant-funded inquiry that investigates the technological and social
dimensions of emerging innovations to solve real-world community challenges.
Selected Publications
A. Singh, N. S. Rajput, and M. Ayyash, 鈥淒RL-enabled VLC-based V2X communication for
platooning in diverse environments,鈥� Vehicular Communications, vol. 60, p. 101050,
Aug. 2026, doi: 10.1016/j.vehcom.2026.101050.
D. Gandhi, M. Shah, A. Singh, and M. Ayyash, 鈥淓nhancing GNSS Resiliency Against Spoofing
and Jamming Employing Deep Neural Networks,鈥� in 2025 IEEE World Forum on Public Safety
Technology (WF-PST), Orlando, FL, USA: IEEE, Sep. 2025, pp. 212鈥�218. doi: 10.1109/WF-PST65083.2025.00039.
M. Al-Zewairi, S. Almajali, M. Ayyash, M. Rahouti, F. Martinez, and N. Quadar, 鈥淢ulti-Stage
Enhanced Zero Trust Intrusion Detection System for Unknown Attack Detection in Internet
of Things and Traditional Networks,鈥� ACM Trans. Priv. Secur., vol. 28, no. 3, pp.
1鈥�28, Aug. 2025, doi: 10.1145/3725216.
K. Wang, R. Zhong, A. Singh, M. Jaber and M. Ayyash, "An Augmented GNSS-DAS Architecture
for Continuous and Robust Positioning," ICC 2026 - IEEE International Conference on
Communications, Glasgow, United Kingdom, 2026, pp. 1-6, doi: 10.1109/ICC59461.2026.11587254.
L. U. Khan, M. Guizani, S. Muhaidat, and M. Ayyash, 鈥淨oS-Enabled Wireless Split Federated
Learning: A Reinforcement Learning and Optimization Approach,鈥� IEEE Trans. Consumer
Electron., vol. 71, no. 3, pp. 8968鈥�8978, Aug. 2025, doi: 10.1109/TCE.2025.3587176.
K. Black and M. Ayyash, 鈥淏OARD # 384: ITE Innovation and Technology Ecosystems: The
Adult Learning Ecosystem in a Semiconductor Workforce Development Program,鈥� in 2025
ASEE Annual Conference & Exposition Proceedings, Montreal, Quebec, Canada: ASEE Conferences,
Jun. 2025, p. 55757. doi: 10.18260/1-2--55757.
P. Singh, H. B. Salameh, V. A. Bohara, A. Srivastava, and M. Ayyash, 鈥淛amming Attacks
on FSO Networks: Challenges, Opportunities, and a Public Safety Use-Case,鈥� in 2024
IEEE World Forum on Public Safety Technology (WFPST), Herndon, VA, USA: IEEE, May
2024, pp. 7鈥�12. doi: 10.1109/WFPST58552.2024.00027.
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Publications
CINSER pursues pure and applied research driven by intellectual ambition and practical urgency to push the boundaries of technology and safety. The center's agenda fosters collaborative, grant-funded inquiry that investigates the technological and social dimensions of emerging innovations to solve real-world community challenges.
Selected Publications
A. Singh, N. S. Rajput, and M. Ayyash, 鈥淒RL-enabled VLC-based V2X communication for platooning in diverse environments,鈥� Vehicular Communications, vol. 60, p. 101050, Aug. 2026, doi: 10.1016/j.vehcom.2026.101050.
D. Gandhi, M. Shah, A. Singh, and M. Ayyash, 鈥淓nhancing GNSS Resiliency Against Spoofing and Jamming Employing Deep Neural Networks,鈥� in 2025 IEEE World Forum on Public Safety Technology (WF-PST), Orlando, FL, USA: IEEE, Sep. 2025, pp. 212鈥�218. doi: 10.1109/WF-PST65083.2025.00039.
M. Al-Zewairi, S. Almajali, M. Ayyash, M. Rahouti, F. Martinez, and N. Quadar, 鈥淢ulti-Stage Enhanced Zero Trust Intrusion Detection System for Unknown Attack Detection in Internet of Things and Traditional Networks,鈥� ACM Trans. Priv. Secur., vol. 28, no. 3, pp. 1鈥�28, Aug. 2025, doi: 10.1145/3725216.
K. Wang, R. Zhong, A. Singh, M. Jaber and M. Ayyash, "An Augmented GNSS-DAS Architecture for Continuous and Robust Positioning," ICC 2026 - IEEE International Conference on Communications, Glasgow, United Kingdom, 2026, pp. 1-6, doi: 10.1109/ICC59461.2026.11587254.
L. U. Khan, M. Guizani, S. Muhaidat, and M. Ayyash, 鈥淨oS-Enabled Wireless Split Federated Learning: A Reinforcement Learning and Optimization Approach,鈥� IEEE Trans. Consumer Electron., vol. 71, no. 3, pp. 8968鈥�8978, Aug. 2025, doi: 10.1109/TCE.2025.3587176.
K. Black and M. Ayyash, 鈥淏OARD # 384: ITE Innovation and Technology Ecosystems: The Adult Learning Ecosystem in a Semiconductor Workforce Development Program,鈥� in 2025 ASEE Annual Conference & Exposition Proceedings, Montreal, Quebec, Canada: ASEE Conferences, Jun. 2025, p. 55757. doi: 10.18260/1-2--55757.
P. Singh, H. B. Salameh, V. A. Bohara, A. Srivastava, and M. Ayyash, 鈥淛amming Attacks on FSO Networks: Challenges, Opportunities, and a Public Safety Use-Case,鈥� in 2024 IEEE World Forum on Public Safety Technology (WFPST), Herndon, VA, USA: IEEE, May 2024, pp. 7鈥�12. doi: 10.1109/WFPST58552.2024.00027.