Characterizing and Understanding Software Security Vulnerabilities in Machine Learning Libraries
Author:
Affiliation:
1. York University,Lassonde School of Engineering,Toronto,Canada
2. Institute of Software Chinese Academy of Sciences,Beijing,China
3. IIIT Delhi,New Delhi,India
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10173934/10173935/10173858.pdf?arnumber=10173858
Reference52 articles.
1. Taxonomy of real faults in deep learning systems
2. Why Is Artificial Intelligence Blamed More? Analysis of Faulting Artificial Intelligence for Self-Driving Car Accidents in Experimental Settings
3. An empirical study on TensorFlow program bugs
4. A comprehensive study on deep learning bug characteristics
5. Security Risks in Deep Learning Implementations
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