A quantitative analysis framework for recurrent neural network

• Main Authors: DU, Xiaoning, XIE, Xiaofei, LI, Yi, MA, Lei, LIU, Yang, ZHAO, Jianjun
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: OS and Networks; Software Engineering
• Online Access: 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
• Institution: Singapore Management University

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...