Furkan Mumcu

According to our database, Furkan Mumcu authored at least 12 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Detecting Adversarial Data via Provable Adversarial Noise Amplification.

Furkan Mumcu, Yasin Yilmaz

CoRR, May, 2026

Robustness of Agentic AI Systems via Adversarially-Aligned Jacobian Regularization.

Furkan Mumcu, Yasin Yilmaz

CoRR, March, 2026

Socially-Weighted Alignment: A Game-Theoretic Framework for Multi-Agent LLM Systems.

Furkan Mumcu, Yasin Yilmaz

CoRR, February, 2026

Agentic AI-Empowered Dynamic Survey Framework.

Furkan Mumcu, Lokman Bekit, Michael J. Jones, Anoop Cherian, Yasin Yilmaz

CoRR, February, 2026

Leveraging Multimodal LLM Descriptions of Activity for Explainable Semi-Supervised Video Anomaly Detection.

Furkan Mumcu, Michael J. Jones, Anoop Cherian, Yasin Yilmaz

Trans. Mach. Learn. Res., 2026

2025

LLM-Guided Agentic Object Detection for Open-World Understanding.

Furkan Mumcu, Michael J. Jones, Anoop Cherian, Yasin Yilmaz

CoRR, July, 2025

Universal and Efficient Detection of Adversarial Data through Nonuniform Impact on Network Layers.

Furkan Mumcu, Yasin Yilmaz

Trans. Mach. Learn. Res., 2025

ComplexVAD: Detecting Interaction Anomalies in Video.

Furkan Mumcu, Michael J. Jones, Yasin Yilmaz, Anoop Cherian

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Sequential architecture-agnostic black-box attack design and analysis.

Furkan Mumcu, Yasin Yilmaz

Pattern Recognit., March, 2024

Detecting Adversarial Examples.

Furkan Mumcu, Yasin Yilmaz

CoRR, 2024

Multimodal Attack Detection for Action Recognition Models.

Furkan Mumcu, Yasin Yilmaz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2022

Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems.

Furkan Mumcu, Keval Doshi, Yasin Yilmaz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022