A Method for Extracting Plausible Images From EM Leakage Measured at Low Sampling Rates

IF 0.9 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
Taiki Kitazawa;Hiroyuki Kubo;Yuichi Hayashi
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Abstract

Threats of compromising emanations, which allow malicious eavesdroppers to screen information through electromagnetic (EM) waves that have leaked from video display units (VDUs), are expanding their target devices with the development of low-cost and portable measurement setups. On the other hand, such low-cost instruments have a lower sampling rate than the pixel clock in VDUs; pixel information is lost in the image reconstructed from the measured EM waves, and the quality of the image is also degraded. In this letter, we propose a novel method to reconstruct high-quality images from lower sampling rate observations by a nonnegative linear optimization. Our method can recover clear images even when measuring EM leakage at low sampling rates and fluctuating sampling clocks. To obtain a stable and plausible solution to the optimization problem, we focus on fluctuations in sample points caused by clock jitter in devices and instruments and use pixel information obtained by observing multiple frames. To verify the proposed method, we generated simulated data from leaked EM waves, including screen information, and evaluated the visibility of the reconstructed images. Consequently, the images reconstructed using the proposed method were of the same quality as those reconstructed by applying conventional methods to data measured at a high sampling rate sufficient for information recovery. Moreover, we confirmed that even if the image quality is degraded by a decrease in the signal-to-noise ratio of the observed signal and an increase in the clock jitter, the proposed method can still be used to obtain high-quality reconstructed images by increasing the number of observed frames.
一种从低采样率下测量的EM泄漏中提取可信图像的方法
随着低成本和便携式测量装置的发展,泄露辐射的威胁正在扩大其目标设备。泄露辐射使恶意窃听者能够通过从视频显示单元(VDU)泄漏的电磁波屏蔽信息。另一方面,这种低成本的仪器具有比VDU中的像素时钟更低的采样率;在根据测量的EM波重建的图像中像素信息丢失并且图像的质量也降低。在这封信中,我们提出了一种新的方法,通过非负线性优化从较低采样率的观测中重建高质量的图像。即使在低采样率和波动采样时钟下测量EM泄漏时,我们的方法也可以恢复清晰的图像。为了获得优化问题的稳定和合理的解决方案,我们关注由设备和仪器中的时钟抖动引起的采样点波动,并使用通过观察多个帧获得的像素信息。为了验证所提出的方法,我们从泄漏的电磁波中生成了模拟数据,包括屏幕信息,并评估了重建图像的可见性。因此,使用所提出的方法重建的图像与通过将传统方法应用于以足以进行信息恢复的高采样率测量的数据而重建的图像具有相同的质量。此外,我们证实,即使图像质量因观测信号的信噪比降低和时钟抖动增加而降低,所提出的方法仍然可以通过增加观测帧的数量来获得高质量的重建图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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