NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks

24 March 2022

Yang Liu

Papers citing "NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks"

4 / 4 papers shown

Title
Path Analysis for Effective Fault Localization in Deep Neural Networks Soroush Hashemifar Saeed Parsa A. Kalaee AAML 39 0 0 28 Jan 2025
Hierarchical Distribution-Aware Testing of Deep Learning Wei Huang Xingyu Zhao Alec Banks V. Cox Xiaowei Huang OOD AAML 34 10 0 17 May 2022
Excitement Surfeited Turns to Errors: Deep Learning Testing Framework Based on Excitable Neurons Haibo Jin Ruoxi Chen Haibin Zheng Jinyin Chen Yao Cheng Yue Yu Xianglong Liu AAML 22 6 0 12 Feb 2022
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,835 0 08 Jul 2016