Wireless jamming attacks have plagued wireless communication systems and will continue to do so going forward with technological advances. These attacks fall under the category of Electronic Warfare (EW), a continuously growing area in both attack and defense of the electromagnetic spectrum, with one subcategory being electronic attacks. Jamming attacks fall under this specific subcategory of EW as they comprise adversarial signals that attempt to disrupt, deny, degrade, destroy, or deceive legitimate signals in the electromagnetic spectrum. While jamming is not going away, recent research advances have started to get the upper hand against these attacks by leveraging new methods and techniques, such as machine learning. However, testing such jamming solutions on a wide and realistic scale is a daunting task due to strict regulations on spectrum emissions. In this paper, we introduce eSWORD, the first large-scale framework that allows users to safely conduct real-time and controlled jamming experiments with hardware-in-the-loop. This is done by integrating eSWORD into the Colosseum wireless network emulator that enables large-scale experiments with up to 50 software-defined radio nodes. We compare the performance of eSWORD with that of real-world jamming systems by using an over-the-air wireless testbed (ensuring safe measures were taken when conducting experiments). Our experimental results demonstrate that eSWORD follows similar patterns in throughput, signal-to-noise ratio, and link status to real-world jamming experiments, testifying to the high accuracy of the emulated eSWORD setup.
翻译:无线干扰攻击已困扰无线通信系统,并将继续随着技术进步而继续发生。这些攻击属于电子战争法(EW)类别,这是一个在攻击和防御电磁频谱方面不断增长的领域,一个子类别是电子攻击。干扰攻击属于EW这一具体的子类别,因为它们包括试图干扰、否定、降解、破坏或欺骗电磁频谱中合法信号的对抗性信号。虽然干扰没有消失,但最近的研究进展已开始通过利用机器学习等新方法和技术获得顶级打击这些攻击。然而,在广泛和现实的规模上测试这种干扰准确性解决方案是一项艰巨的任务,因为对频谱排放有严格的监管。在本论文中,我们引入了ESWORRD,这是第一个大型框架,使用户能够安全地进行实时和控制电磁频频谱中的干扰实验。这是通过将eSWORD纳入C无线网络模拟器,使大规模实验能够进行到50个已定义的e-REMER Realnouds real-nodestrual labreal lades,我们用一个模拟的实验系统来比较了我们的ESWO-romodeal-rode-rodustrual-rodustrubal-rodustrual-modustration),我们通过一个模拟了一个模拟的试验状况。我们进行了一个模拟的试验的试验,我们进行了一个模拟的试验的试验。