In late 2022, OpenAI released a new version of ChatGPT, a sophisticated natural language processing system capable of holding natural conversations while preserving and responding to the context of the discussion. ChatGPT has exceeded expectations in its abilities, leading to extensive considerations of its potential applications and misuse. In this work, we evaluate the influence of ChatGPT on university education, with a primary focus on computer security-oriented specialization. We gather data regarding the effectiveness and usability of this tool for completing exams, programming assignments, and term papers. We evaluate multiple levels of tool misuse, ranging from utilizing it as a consultant to simply copying its outputs. While we demonstrate how easily ChatGPT can be used to cheat, we also discuss the potentially significant benefits to the educational system. For instance, it might be used as an aid (assistant) to discuss problems encountered while solving an assignment or to speed up the learning process. Ultimately, we discuss how computer science higher education should adapt to tools like ChatGPT.
翻译:2022年底,OpenAI推出了ChatGPT的新版本,这是一种先进的自然语言处理系统,可以在保留并响应讨论上下文的情况下进行自然对话。ChatGPT的能力超出了预期,引发了人们对其潜在应用和滥用的广泛考虑。在本研究中,我们评估了ChatGPT对大学教育的影响,重点关注计算机安全专业。我们收集了有关使用该工具完成考试、编程作业和学期论文的有效性和可用性的数据。我们评估了多个工具滥用的级别,从将其用作顾问到简单地复制其输出。虽然我们展示了ChatGPT如何轻松地被用于作弊,但我们也讨论了对教育系统的潜在重大好处。例如,它可能被用作辅助工具,讨论在解决作业时遇到的问题或加速学习过程。最终,我们讨论了计算机科学高等教育应如何适应像ChatGPT这样的工具。