The Cost of Learning from the Best: How Prior Knowledge Weakens the Security of Deep Neural Networks

In the talk, we will present the alarming results from our measurement study that most main-stream object detection models are adopting those winning image classification models in the ImageNet contest as their first few layers, to extract low-level features in the image. By Yunhan Jia, Zhenyu Zhong, Yulong Zhang, Qian Feng, Tao Wei and Yantao Lu Full Abstract & Presentation Materials: #the-cost-of-learning-from-the-best-how-prior-knowledge-weakens-the