A dynamic‐adversarial mining approach to the security of machine learning
Author:
Affiliation:
1. Data Mining LaboratoryUniversity of LouisvilleLouisvilleKentucky
2. College of Computer Science and TechnologyHuai Hai Institute of TechnologyLianyungangChina
Publisher
Wiley
Subject
General Computer Science
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/widm.1245
Reference69 articles.
1. D'souza D. F.(2014).Avatar CAPTCHA: Telling computers and humans apart via face classification and mouse dynamics. Phd thesis University of Louisville USA.
2. Handling adversarial concept drift in streaming data
3. Adversarial Feature Selection Against Evasion Attacks
4. Abramson M. (2015). Toward adversarial online learning and the science of deceptive machines. In2015 AAAI Fall Symposium Series.
5. Alabdulmohsin I. M. Gao X. &Zhang X. (2014). Adding robustness to support vector machines against adversarial reverse engineering. InProceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management ACM pp. 231–240.
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