Machine Learning Security Analysis Framework Based on Threat Matrix.
2023 8th International Conference on Data Science in Cyberspace (DSC)(2023)
摘要
Machine Learning and Artificial Intelligence technology accelerates technological progress and promotes social development, but also brings many security problems. Machine learning models may be affected, deceived, controlled or destroyed at different stages, e.g. training and inference, which may lead to serious consequences. In view of the main stages of the life cycle of machine learning, we summarizes the related attack and defense technologies based on threat matrix, makes a comprehensive and systematic analysis on the security issues of machine learning, and puts forward several security protection suggestions for intelligent information systems.
更多查看译文
关键词
Machine Learning,Artificial Intelligence,Threat Matrix,Security Analysis
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要