解读人工智能安全考虑因素

N. Veerasamy, Danielle Badenhorst, Mazwi Ntshangase, Errol Baloyi, Noku Siphambili, Oyena Mahlasela
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摘要

人工智能领域已成为一种令人信服的工具,可用于金融、交通预测、健康和旅游等众多领域。由于人工智能在自动化、便利性、处理时间、减少工时和提高生产率等方面带来的巨大好处,人工智能被视为下一场技术革命。 人工智能正被展示为激发创造力的有用工具,并以其强大的计算能力提供支持。像 ChatGPT 这样的工具一经发布,就在技术领域掀起了一股热潮。用户正在利用大型语言模型(LLM)和工具来完成一系列活动,如写作文、翻译文件和查找旅行计划。然而,这些工具的流行并非没有风险。 在技术市场上,对主导地位的争夺可能会迫使竞争者放弃对安全问题的关注,转而支持产品的采用。许多人没有意识到人工智能工具本身可能存在的潜在危险和风险。本文探讨了人工智能工具的潜在风险,如制造错误信息或骗局。人工智能的安全性现已成为不容忽视的首要问题。本文将介绍人工智能的潜在风险和威胁载体。目的是通过讨论绕过安全控制的技术,深入探讨人工智能工具的恶意使用。 本文旨在更详细地介绍人工智能是如何被操纵的,以便让用户了解最新的攻击方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unpacking AI Security Considerations
The field of Artificial Intelligence has emerged as a convincing tool to be used in a myriad of applications like finance, traffic prediction, health and travel sectors. Due to the enormous benefits provided in terms of automation, convenience, processing time, reduced manhours, and productivity, AI is being seen as the next technical revolution.  AI is being showcased as a useful tool to stimulate creativity as well as provide support with its tremendous computational power. The release of tools like ChatGPT has exploded onto the technological scene. Users are making use of Large Language Models (LLMs) and tools to perform a host of activities like writing an essay, translating documents, and finding travel plans. However, the popularity of these tools has not been without risk.  In the technology marketplace, the race to dominance can force competitors to waive safety concerns in favour of product adoption. Many are unaware of the potential dangers and risks that may inherently reside within AI tools. This paper looks at the potential risks of AI tools such the creation of misinformation or scams. AI security has now become a paramount concern that should not be ignored. In this paper, the potential risks and threat vectors of Artificial Intelligence will be covered. The aim will be to provide insight into the malicious use of Artificial Intelligence Tools through a discussion of techniques to bypass security controls.  The paper aims to provide a more detailed account on how AI can be manipulated in order to empower users about the latest attack schemes.
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