Furkan Mumcu

16 papers Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agentic AI-Empowered Dynamic Survey Framework.
CoRR
Furkan Mumcu, Lokman Bekit, Michael J. Jones, Anoop Cherian, Yasin Yilmaz
2026 J jnl
Leveraging Multimodal LLM Descriptions of Activity for Explainable Semi-Supervised Video Anomaly Detection.
Trans. Mach. Learn. Res.
Furkan Mumcu, Michael J. Jones, Anoop Cherian, Yasin Yilmaz
2026 J jnl
Robustness of Agentic AI Systems via Adversarially-Aligned Jacobian Regularization.
CoRR
Furkan Mumcu, Yasin Yilmaz
2026 J jnl
Socially-Weighted Alignment: A Game-Theoretic Framework for Multi-Agent LLM Systems.
CoRR
Furkan Mumcu, Yasin Yilmaz
2025 — conf
ComplexVAD: Detecting Interaction Anomalies in Video.
WACV (Workshops)
Furkan Mumcu, Michael J. Jones, Yasin Yilmaz, Anoop Cherian
2025 J jnl
ComplexVAD: Detecting Interaction Anomalies in Video.
CoRR
Furkan Mumcu, Michael J. Jones, Yasin Yilmaz, Anoop Cherian
2025 J jnl
LLM-Guided Agentic Object Detection for Open-World Understanding.
CoRR
Furkan Mumcu, Michael J. Jones, Anoop Cherian, Yasin Yilmaz
2025 J jnl
Leveraging Multimodal LLM Descriptions of Activity for Explainable Semi-Supervised Video Anomaly Detection.
CoRR
Furkan Mumcu, Michael J. Jones, Anoop Cherian, Yasin Yilmaz
2025 J jnl
Universal and Efficient Detection of Adversarial Data through Nonuniform Impact on Network Layers.
CoRR
Furkan Mumcu, Yasin Yilmaz
2025 J jnl
Universal and Efficient Detection of Adversarial Data through Nonuniform Impact on Network Layers.
Trans. Mach. Learn. Res.
Furkan Mumcu, Yasin Yilmaz
2024 J jnl
Detecting Adversarial Examples.
CoRR
Furkan Mumcu, Yasin Yilmaz
2024 — conf
Multimodal Attack Detection for Action Recognition Models.
CVPR Workshops
Furkan Mumcu, Yasin Yilmaz
2024 J jnl
Multimodal Attack Detection for Action Recognition Models.
CoRR
Furkan Mumcu, Yasin Yilmaz
2024 J jnl
Sequential architecture-agnostic black-box attack design and analysis.
Pattern Recognit.
Furkan Mumcu, Yasin Yilmaz
2022 — conf
Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems.
CVPR Workshops
Furkan Mumcu, Keval Doshi, Yasin Yilmaz
2022 J jnl
Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems.
CoRR
Furkan Mumcu, Keval Doshi, Yasin Yilmaz