Mumcu, Furkan

4 publications

TMLR 2026 Leveraging Multimodal LLM Descriptions of Activity for Explainable Semi-Supervised Video Anomaly Detection Furkan Mumcu, Michael J. Jones, Anoop Cherian, Yasin Yilmaz

TMLR 2025 Universal and Efficient Detection of Adversarial Data Through Nonuniform Impact on Network Layers Furkan Mumcu, Yasin Yilmaz

CVPRW 2024 Multimodal Attack Detection for Action Recognition Models Furkan Mumcu, Yasin Yilmaz

CVPRW 2022 Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems Furkan Mumcu, Keval Doshi, Yasin Yilmaz