Using side-channel and quantization vulnerability to recover DNN weights
Model extraction attack focuses on reverse engineering architecture and weights of DNN model deployed in edge.Model extraction attack is a basic security problem in AI security, it underlies advanced attacks as data provider, such as adversarial sample and data poisoning.A novel method named Cluster...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
POSTS&TELECOM PRESS Co., LTD
2021-08-01
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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.2021038 |
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