A Survey on Security Threats and Defensive Techniques of Machine Learning: A Data Driven View

A Survey on Security Threats and Defensive Techniques of Machine Learning: A Data Driven View

Machine learning is one of the most prevailing techniques in computer science, and it has been widely applied in image processing, natural language processing, pattern recognition, cybersecurity, and other fields. Regardless of successful applications of machine learning algorithms in many scenarios...

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Bibliographic Details
Main Authors: Qiang Liu, Pan Li, Wentao Zhao, Wei Cai, Shui Yu, Victor C. M. Leung
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Machine learning
adversarial samples
security threats
defensive techniques
Online Access:https://ieeexplore.ieee.org/document/8290925/

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