Publications

Yilmaz, Yasin, and Furkan Mumcu. (2026) 2026. “System and Method for Detecting Adversarial Examples.”

Yilmaz, Yasin, Hana Kim, William Scott Burgin, and Kung-Khoon QUAH. (2026) 2026. “Personalized Aphasia Communication Assistant System.”

Mumcu, Furkan, Michael J Jones, Anoop Cherian, and Yasin Yilmaz. 2026. “Is Video Anomaly Detection Misframed? Evidence from LLM-Based and Multi-Scene Models”. ArXiv Preprint ArXiv:2605.12725.

Mumcu, Furkan, and Yasin Yilmaz. 2026. “Detecting Adversarial Data via Provable Adversarial Noise Amplification”. ArXiv Preprint ArXiv:2605.02109.

Karim, Hamza, and Yasin Yilmaz. 2026. “SemVAD: Fusing Semantic and Vision Features for Weakly Supervised Video Anomaly Detection”. Transactions on Machine Learning Research (TMLR).

Bekit, Lokman, Hamza Karim, Nghia T Nguyen, and Yasin Yilmaz. 2026. “Qvad: A Question-Centric Agentic Framework for Efficient and Training-Free Video Anomaly Detection”. ArXiv Preprint ArXiv:2604.03040.

McMillen, Justin, Robert Van Alphen, Taha Sadeghi Chorsi, Jason Shabaga, Mel Rodgers, Rocco Malservisi, Timothy Dixon, and Yasin Yilmaz. 2026. “Preserving Vertical Structure in 3D-to-2D Projection for Permafrost Thaw Mapping”. ArXiv Preprint ArXiv:2603.16788.

Ranstrom, Thomas, Omar Jebreil, Fawaz Abdul Razak, Yasin Yilmaz, and Gokhan Mumcu. 2026. “Analytical and Experimental Validation of Wireless Authentication through Enhanced Rf Fingerprints of Chaotic Antenna Arrays”. IEEE Transactions on Information Forensics and Security.

Tripathi, Aakash Gireesh, Asim Waqas, Evan W Davis, Jennifer B Permuth, Jack Farinhas, Yasin Yilmaz, Matthew B Schabath, and Ghulam Rasool. 2026. “Real-World Evaluation of Multimodal AI: Foundation Model-Driven Multimodal AI for GBM, NSCLC, and PDAC.”. Cancer Research 86 (7_Supplement): 1251–1251.

Mumcu, Furkan, and Yasin Yilmaz. 2026. “Robustness of Agentic AI Systems via Adversarially-Aligned Jacobian Regularization”. ArXiv Preprint ArXiv:2603.04378.