Search Results - furkan+mumcu

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LLM-Guided Agentic Object Detection for Open-World Understanding
Advantages Detects and labels new objects without any costly model retraining required. Automatically generates meaningful, context-aware labels for previously unseen objects. Removes the burden of manual prompt engineering through intelligent self-generation. Adapts detection scope from broad categories to fine-grained components effortlessly. Summary Modern...
Published: 6/10/2026   |   Updated: 6/10/2026   |   Inventor(s): Yasin Yilmaz, Furkan Mumcu
Keywords(s): Artificial Intelligence, Machine Learning
Category(s): Technology Classifications > Data/AI
Universal and Efficient Detection of Adversarial Data through Nonuniform Impact on Network Layers
Advantages: Universal and real-time detection across image, video, and audio domains Lightweight and highly efficient, operating orders of magnitude faster than existing defenses Achieves 98% detection accuracy, significantly outperforming other methods Compatible with any Deep Neural Network (DNN) without requiring modifications Summary: Deep...
Published: 5/11/2026   |   Updated: 3/24/2025   |   Inventor(s): Yasin Yilmaz, Furkan Mumcu
Keywords(s): Artificial Intelligence, Cybersecurity
Category(s): Technology Classifications > Data/AI > Cybersecurity - Data/AI, Technology Classifications > Computer Science > C/S Cybersecurity