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: CANCER SCIENCE INSTITUTE OF SINGAPORE
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
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spelling sg-nus-scholar.10635-1717372024-03-27T08:13:49Z Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks Gao, Xiang Saha, Ripon Prasad, Mukul Abhik Roychoudhury CANCER SCIENCE INSTITUTE OF SINGAPORE DEPT OF COMPUTER SCIENCE MICROBIOLOGY AND IMMUNOLOGY 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 CANCER SCIENCE INSTITUTE OF SINGAPORE
author_facet CANCER SCIENCE INSTITUTE OF SINGAPORE
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
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