论文标题
AI驱动的GUI攻击及其防御方法
AI-Powered GUI Attack and Its Defensive Methods
论文作者
论文摘要
由于第一个图形用户界面（GUI）原型是在1970年代发明的，因此GUI系统已部署到各种个人计算机系统和服务器平台中。最近，随着人工智能（AI）技术的发展，由AI提供动力的恶意恶意软件正在成为对GUI系统的潜在威胁。本文探讨了这种针对GUI系统的基于AI的网络安全攻击。这是双重的：（1）恶意软件旨在使用基于AI的对象识别技术来攻击现有的GUI系统。 （2）通过产生对抗性示例和其他方法来减轻智能GUI攻击的威胁，可以发现其防御方法。结果表明，可以根据当前的AI技术以简单的方式实施和执行通用的GUI攻击，其对策是暂时的，但有效地减轻了迄今为止GUI攻击的威胁。
Since the first Graphical User Interface (GUI) prototype was invented in the 1970s, GUI systems have been deployed into various personal computer systems and server platforms. Recently, with the development of artificial intelligence (AI) technology, malicious malware powered by AI is emerging as a potential threat to GUI systems. This type of AI-based cybersecurity attack, targeting at GUI systems, is explored in this paper. It is twofold: (1) A malware is designed to attack the existing GUI system by using AI-based object recognition techniques. (2) Its defensive methods are discovered by generating adversarial examples and other methods to alleviate the threats from the intelligent GUI attack. The results have shown that a generic GUI attack can be implemented and performed in a simple way based on current AI techniques and its countermeasures are temporary but effective to mitigate the threats of GUI attack so far.
