A novel perturbation attack on SVM by greedy algorithm
With the increasing concern of machine learning security issues, an adversarial sample generation method for SVM was proposed. This attack occurred in the testing stage by manipulating with the sample tofool the SVM classification model. Greedy strategy was used to search for salient feature subsets...
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| Hauptverfasser: | , , , , |
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| Format: | Artigo |
| Sprache: | Chinês |
| Veröffentlicht: |
Beijing Xintong Media Co., Ltd
2019-01-01
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| Schriftenreihe: | Dianxin kexue |
| Schlagworte: | |
| Online-Zugang: | http://www.telecomsci.com/thesisDetails#10.11959/j.issn.1000−0801.2019014 |
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