A quantitative analysis framework for recurrent neural network

• المؤلفون الرئيسيون: DU, Xiaoning, XIE, Xiaofei, LI, Yi, MA, Lei, LIU, Yang, ZHAO, Jianjun
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2019
• الموضوعات: OS and Networks; Software Engineering
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/7070; https://ink.library.smu.edu.sg/context/sis_research/article/8073/viewcontent/ASE.2019.00102.pdf

Recurrent neural network (RNN) has achieved great success in processing sequential inputs for applications such as automatic speech recognition, natural language processing and machine translation. However, quality and reliability issues of RNNs make them vulnerable to adversarial attacks and hinder...