Paul Agbaje

Paul Agbaje

Assistant Professor,
School of Computing
Montclair State University
Montclair, New Jersey, USA

Contact: agbajep [at] montclair.edu

I am an Assistant Professor in the School of Computing at Montclair State University. I completed my Computer Science Ph.D. at the University of Texas at Arlington as part of the Cyber-Physical Systems Security Lab led by Dr. Habeeb Olufowobi. I develop tools and frameworks to uncover vulnerabilities in machine learning systems, working to make models more secure, private, and efficient. I extend this work to safety-critical domains such as vehicular systems, where I study both the attack surfaces of in-vehicle networks and strategies for resource-efficient edge AI. My broader goal is to advance resilient, secure, and adaptive intelligent infrastructures. Beyond cyber-physical systems, I also explore applications of AI in healthcare and materials science, including explainability methods for health AI and techniques to extract microstructural fingerprints from complex data.

Latest News

September 2026 Publication

Our paper “Data-driven inference of twin network dynamics: nucleation, co-nucleation, transmission, and incidental contacts” got accepted at npj Computational Materials.

September 2026 Career

I joined Montclair State University as an Assistant Professor in the School of Computing.

August 2026 Publication

Our abstract “Data-driven inference of twin network dynamics: nucleation, co-nucleation, transmission, and incidental contacts” got accepted for presentation at the AI/ML/Data Informatics for Materials Discovery symposium. View abstract scope.

July 2026 Milestone

I successfully defended my dissertation.

July 2026 Recognition

The Computer Science and Engineering department at UT Arlington featured me in a social media post. View the post.

April 2026 Publication

Our paper “Revisiting Asymmetries in Black-box Link Stealing against Graph Neural Networks” got accepted at ICML’26.

April 2026 Award

I received the Outstanding Doctoral Dissertation Award presented at the College of Engineering Academic Excellence Ceremony at UTA.

April 2026 Award

I received the Graduate School Summer 2026 Dissertation Fellowship at UTA.

See the full news history →