Furkan Mumcu
Scholar

Furkan Mumcu

Google Scholar ID: kcsVm1YAAAAJ
University of South Florida
Computer VisionVideo Anomaly DetectionAdversarial Attacks
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Citations & Impact
All-time
Citations
39
 
H-index
4
 
i10-index
1
 
Publications
8
 
Co-authors
4
list available
Contact
No contact links provided.
Publications
8 items
Robustness of Agentic AI Systems via Adversarially-Aligned Jacobian Regularization
2026
Cited
0
Socially-Weighted Alignment: A Game-Theoretic Framework for Multi-Agent LLM Systems
2026
Cited
0
Agentic AI-Empowered Dynamic Survey Framework
2026
Cited
0
Leveraging Multimodal LLM Descriptions of Activity for Explainable Semi-Supervised Video Anomaly Detection
2025
Cited
0
LLM-Guided Agentic Object Detection for Open-World Understanding
2025
Cited
0
Universal and Efficient Detection of Adversarial Data through Nonuniform Impact on Network Layers
2025
Cited
0
ComplexVAD: Detecting Interaction Anomalies in Video
2025
Cited
0
Detecting Adversarial Examples
arXiv.org · 2024
Cited
2
Resume (English only)
Co-authors
4 total
Yasin Yilmaz
Yasin Yilmaz
University of South Florida
Keval Doshi
Keval Doshi
Applied Scientist II, Amazon
Michael Jones
Michael Jones
Researcher, MERL
Anoop Cherian
Anoop Cherian
Mitsubishi Electric Research Labs (MERL), Adj. Assoc. Prof. Australian National University