Search Results - furkan+mumcu

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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: 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