Secure Deep Learning Engineering: A Software Quality Assurance
Perspective

Secure Deep Learning Engineering: A Software Quality Assurance Perspective

10 October 2018

Felix Juefei Xu

Yang Liu

Papers citing "Secure Deep Learning Engineering: A Software Quality Assurance Perspective"

5 / 5 papers shown

Title
Characterizing and Understanding the Behavior of Quantized Models for Reliable Deployment Qiang Hu Yuejun Guo Maxime Cordy Xiaofei Xie Wei Ma Mike Papadakis Yves Le Traon MQ 36 1 0 08 Apr 2022
Image classifiers can not be made robust to small perturbations Zheng Dai David K Gifford VLM AAML 16 1 0 07 Dec 2021
ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks Hua Qi Zhijie Wang Qing-Wu Guo Jianlang Chen Felix Juefei Xu L. Ma Jianjun Zhao AAML AI4CE 22 16 0 26 Nov 2021
DeepHunter: Hunting Deep Neural Network Defects via Coverage-Guided Fuzzing Xiaofei Xie L. Ma Felix Juefei Xu Hongxu Chen Minhui Xue Bo-wen Li Yang Liu Jianjun Zhao Jianxiong Yin Simon See 32 40 0 04 Sep 2018
Safety Verification of Deep Neural Networks Xiaowei Huang M. Kwiatkowska Sen Wang Min Wu AAML 180 932 0 21 Oct 2016