Coverage-guided fuzzing for feedforward neural networks

Deep neural network (DNN) has been widely applied to safety-critical scenarios such as autonomous vehicle, security surveillance, and cyber-physical control systems. Yet, the incorrect behaviors of DNNs can lead to severe accidents and tremendous losses due to hidden defects. In this paper, we prese...

Full description

Saved in:
Bibliographic Details
Main Authors: XIE, Xiaofei, CHEN, Hongxu, LI, Yi, MA, Lei, LIU, Yang, ZHAO, Jianjun
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2019
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/7067
https://ink.library.smu.edu.sg/context/sis_research/article/8070/viewcontent/ASE.2019.00127.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Singapore Management University
Language: English
Be the first to leave a comment!
You must be logged in first