Beyond PhantomSponges: Enhancing Sponge Attack on Object Detection Models

INIS

• sponges 100%
• suppression 100%
• detection 100%
• losses 40%
• defense 40%
• accuracy 40%
• increasing 20%
• restoration 20%
• datasets 20%
• speed 20%
• security 20%
• images 20%
• learning 20%
• configuration 20%
• size 20%
• algorithms 20%

Computer Science

• Model 100%
• Object Detection 100%
• Attack 100%
• YOLOv5 57%
• Detection Accuracy 28%
• Computational Load 14%
• Deep Learning Model 14%
• Execution Time 14%
• Adversarial Machine Learning 14%
• Algorithms 14%

Keyphrases

• Sponge Attacks 100%
• Suppression Time 40%
• YOLOv5 Model 20%
• Attack Effectiveness 20%