Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks

10.1145/3377811.3380415

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Bibliographic Details
Main Authors:	Gao, Xiang, Saha, Ripon, Prasad, Mukul, Abhik Roychoudhury
Other Authors:	DEPARTMENT OF COMPUTER SCIENCE
Format:	Conference or Workshop Item
Published:	ACM 2020
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/171737
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-171737
record_format	dspace
spelling	sg-nus-scholar.10635-1717372024-11-14T09:17:01Z Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks Gao, Xiang Saha, Ripon Prasad, Mukul Abhik Roychoudhury DEPARTMENT OF COMPUTER SCIENCE MICROBIOLOGY AND IMMUNOLOGY CANCER SCIENCE INSTITUTE OF SINGAPORE Prof Abhik Roychoudhury 10.1145/3377811.3380415 ACM/IEEE 42nd International Conference on Software Engineering (ICSE) 2020-07-27T09:53:50Z 2020-07-27T09:53:50Z 2020-07-10 2020-07-26T21:25:56Z Conference Paper Gao, Xiang, Saha, Ripon, Prasad, Mukul, Abhik Roychoudhury (2020-07-10). Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks. ACM/IEEE 42nd International Conference on Software Engineering (ICSE). ScholarBank@NUS Repository. https://doi.org/10.1145/3377811.3380415 9781450371216 https://scholarbank.nus.edu.sg/handle/10635/171737 ACM Elements
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
description	10.1145/3377811.3380415
author2	DEPARTMENT OF COMPUTER SCIENCE
author_facet	DEPARTMENT OF COMPUTER SCIENCE Gao, Xiang Saha, Ripon Prasad, Mukul Abhik Roychoudhury
format	Conference or Workshop Item
author	Gao, Xiang Saha, Ripon Prasad, Mukul Abhik Roychoudhury
spellingShingle	Gao, Xiang Saha, Ripon Prasad, Mukul Abhik Roychoudhury Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks
author_sort	Gao, Xiang
title	Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks
title_short	Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks
title_full	Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks
title_fullStr	Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks
title_full_unstemmed	Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks
title_sort	fuzz testing based data augmentation to improve robustness of deep neural networks
publisher	ACM
publishDate	2020
url	https://scholarbank.nus.edu.sg/handle/10635/171737
_version_	1821218204661317632

Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks

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