Risk Analysis and Protection Suggestions for Artificial Intelligence Data Security
Biqing Qiu, Dong Liu, Sunhang Cao, Chaoxu Mu, Shen Yan, Yang Liu · 2024
Artificial intelligence (AI) is a strategic technology that will lead the future, and the world's major developed countries have made the development of AI a major strategy for enhancing national competitiveness and safeguarding national security. While AI leads new opportunities for economic development, it also brings new challenges to production and life due to the uncertainty of its development. This paper firstly introduces the research background of AI data security, and summarizes the security challenges faced by AI in terms of sensors, operating systems, control systems, and device communications on the basis of combing the AI industry chain; secondly, it combs through the regulatory policies of the world's countries in terms of AI data security; and then it describes the data characteristics of AI in terms of two dimensions, namely, model training and model output; Then, the data security risks of AI are analyzed from both risk types and risk characteristics; finally, measures and suggestions to strengthen AI data security are put forward in response to the risks.