Survey on backdoor attacks targeted on neural network
According to existing neural network backdoor attack research works, the concept of neural network backdoor attack is first introduced.Secondly, the research status of neural network backdoor attack is explained from three aspects: research development, summary of typical work and classification.The...
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2021-06-01
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| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2021053 |
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| _version_ | 1841529905761746944 |
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| author | Qingyin TAN Yingming ZENG Ye HAN Yijing LIU Zheli LIU |
| author_facet | Qingyin TAN Yingming ZENG Ye HAN Yijing LIU Zheli LIU |
| author_sort | Qingyin TAN |
| collection | DOAJ |
| description | According to existing neural network backdoor attack research works, the concept of neural network backdoor attack is first introduced.Secondly, the research status of neural network backdoor attack is explained from three aspects: research development, summary of typical work and classification.Then, some typical backdoor attack strategies are analyzed in detail.Finally, the research status is summarized and the future research directions are discussed. |
| format | Article |
| id | doaj-art-a797ab9aff8b4387b1a67d7f799a4c7a |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2021-06-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-a797ab9aff8b4387b1a67d7f799a4c7a2025-01-15T03:14:45ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2021-06-017465859563323Survey on backdoor attacks targeted on neural networkQingyin TANYingming ZENGYe HANYijing LIUZheli LIUAccording to existing neural network backdoor attack research works, the concept of neural network backdoor attack is first introduced.Secondly, the research status of neural network backdoor attack is explained from three aspects: research development, summary of typical work and classification.Then, some typical backdoor attack strategies are analyzed in detail.Finally, the research status is summarized and the future research directions are discussed.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2021053artificial intelligence securitydeep learningneural networksneural network backdoor |
| spellingShingle | Qingyin TAN Yingming ZENG Ye HAN Yijing LIU Zheli LIU Survey on backdoor attacks targeted on neural network 网络与信息安全学报 artificial intelligence security deep learning neural networks neural network backdoor |
| title | Survey on backdoor attacks targeted on neural network |
| title_full | Survey on backdoor attacks targeted on neural network |
| title_fullStr | Survey on backdoor attacks targeted on neural network |
| title_full_unstemmed | Survey on backdoor attacks targeted on neural network |
| title_short | Survey on backdoor attacks targeted on neural network |
| title_sort | survey on backdoor attacks targeted on neural network |
| topic | artificial intelligence security deep learning neural networks neural network backdoor |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2021053 |
| work_keys_str_mv | AT qingyintan surveyonbackdoorattackstargetedonneuralnetwork AT yingmingzeng surveyonbackdoorattackstargetedonneuralnetwork AT yehan surveyonbackdoorattackstargetedonneuralnetwork AT yijingliu surveyonbackdoorattackstargetedonneuralnetwork AT zheliliu surveyonbackdoorattackstargetedonneuralnetwork |