大模型在工业安全领域的应用研究与探索

Research and Exploration of Large Models in the Field of Industrial Security

目前,以ChatGPT为代表的生成式大模型技术引领着工业人工智能技术的发展趋势,推动着新型工业化的不断深化和提升。但大模型本质上是基于深度学习的一个大型模型,也面临着人工智能安全方面的诸多威胁。本文首先介绍了大模型的发展历程及核心技术、国内外工业大模型研究现状,然后引出了工业大模型的模型安全问题,接着介绍了工业大模型的4种典型应用场景,最后给出了解决工业大模型安全问题的建议。

Currently,the generative large model technology represented by ChatGPT is leading the trend of industrial artificial intelligence technology and driving the continuous deepening and upgrading of the new industrialization.However,the large model is essentially a large-scale model based on deep learning,and it also faces many threats to artificial intelligence security.This paper first introduces the development process and core technologies of the large model,and the current research status at home and abroad of large industrial model,and then leads to the model security problems of industrial large models.After that,four typical application scenarios of large industrial model are introduced.Finally,some suggestions are given to solve the security issues of large industrial model.