VeracOS:用于文件准确性的操作系统扩展

IF 5.4 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Naser AlDuaij
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引用次数: 0

摘要

随着生成式人工智能的发展,通过增强社会工程,产生传播错误信息、推动宣传和盗窃的虚假媒体的趋势越来越明显。这引起了全球的关注,导致对信息的核实和事实核查的强烈需求。现有的解决方案旨在教育用户或使用人工智能来检查和检测虚假文件或媒体。虽然这些方法提供了一种打击错误信息的措施,但这些现有方法中的许多都是不准确的。像视频的深度假检测这样的方法是一场艰苦的战斗,因为深度假生成不断改进,新的方法被创造出来颠覆深度假检测技术。VeracOS是作为一种易于部署的操作系统修改版本引入并呈现的,它可以对创建的文件进行认证,并确保任何用户都可以自动检查任何现有应用程序或平台上文件的真实性。VeracOS发明了一种独特的认证和验证文件的算法。VeracOS旨在通过引入几个关键特性来彻底改变反对错误信息和利用虚假内容的战争:VeracOS允许用户或公司轻松自动地认证他们的媒体。与现有的解决方案不同,VeracOS避免了密集的计算、专用硬件和私有数据共享。VeracOS还允许任何用户自动收到通知,如果他们正在查看的文件被验证是真实的。VeracOS不需要修改现有的应用程序,也不需要共享用户正在查看的文件或媒体等私人信息。这些关键特性为任何操作系统(包括物联网设备和移动操作系统)的用户提供了高度可移植和易于部署的系统。使用媒体文件(如图像和视频)作为示例文件类型,并使用Android作为示例操作系统,实现了VeracOS原型,允许任何用户自动认证或验证他们的媒体文件。结果表明,VeracOS易于使用,可以轻松地在智能手机上运行,而无需专门的系统、应用程序或硬件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
VeracOS: An operating system extension for the veracity of files
As generative artificial intelligence has improved, there is a growing trend of generating false media for spreading misinformation, driving propaganda, and theft through enhanced social engineering. This creates a global concern, leading to a heavy demand for verification and fact-checking of information. Existing solutions aim at educating users or using artificial intelligence to fact-check and detect false documents or media. While these methods provide a measure for combating misinformation, many of these existing methods are inaccurate. Methods such as deepfake detection for videos are an uphill battle as deepfake generation keeps improving and newer methods are created to subvert deepfake detection techniques. VeracOS is introduced and presented as an operating system modification that is easily deployed, can certify files that are created, and ensures that any user can automatically check the authenticity of files across any existing application or platform. VeracOS invents a unique algorithm for certifying and verifying files. VeracOS aims to revolutionize the war against misinformation and exploitation of fake content by introducing several key features: VeracOS allows users or corporations to easily and automatically certify their media. Unlike existing solutions, VeracOS avoids intensive computations, specialized hardware, and private data sharing. VeracOS also allows any user to automatically be notified if the file they are viewing is verified to be authentic. VeracOS does not require the modification of existing applications nor does it require the sharing of private information such as what files or media are being viewed by a user. These key features provide a highly portable and easily deployed system for users of any operating system, including Internet of Things devices and mobile operating systems. Using media files such as images and videos as exemplary file types and using Android as an exemplary operating system, a VeracOS prototype was implemented to allow any user to automatically certify or verify their media files. The results show that VeracOS is easy to use and can be easily run on smartphones without the need for specialized systems, applications, or hardware.
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来源期刊
Computers & Security
Computers & Security 工程技术-计算机:信息系统
CiteScore
12.40
自引率
7.10%
发文量
365
审稿时长
10.7 months
期刊介绍: Computers & Security is the most respected technical journal in the IT security field. With its high-profile editorial board and informative regular features and columns, the journal is essential reading for IT security professionals around the world. Computers & Security provides you with a unique blend of leading edge research and sound practical management advice. It is aimed at the professional involved with computer security, audit, control and data integrity in all sectors - industry, commerce and academia. Recognized worldwide as THE primary source of reference for applied research and technical expertise it is your first step to fully secure systems.
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