Neural networks : the official journal of the International Neural Network Society
Adversarial rain attack and defensive deraining for DNN perception.
Liming Zhai, Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Wei Feng, Shengchao Qin, Yang Liu
Published: 202510.1016/j.neunet.2025.108376
Abstract
Rain often poses inevitable threats to deep neural network (DNN)-based perception systems, and a comprehensive investigation of the potential risks of rain to DNNs is of great importance. However, it is rather difficult to collect or synthesize rainy…
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