多核热隐蔽信道容量研究

D. Bartolini, Philipp Miedl, L. Thiele
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引用次数: 62

摘要

现代多核处理器具有易于访问的温度传感器,为动态热管理提供有用的信息。这些传感器最近被证明是一个潜在的安全威胁,因为否则孤立的应用程序可以利用它们来建立热隐蔽通道并泄露受限制的信息。先前的研究表明,实验证明了在该信道上(低速率)通信的可行性,但没有进一步分析其基本特性。由于这个原因,量化信道容量和可实现速率的重要问题仍然没有答案。为了解决这些问题,我们设计并开发了一种新的方法,利用信息理论和实验数据的理论结果来研究现代多核上的这些热隐蔽通道。我们使用光谱技术来分析来自两个代表性平台的数据,并估计从源应用程序到相同或不同核心上温度传感器的通道容量。我们估计同核通道的容量为每秒300比特(bps),即在读取源应用程序运行的同一核上的温度时,对于1跳通道的容量为每秒50比特,即在读取源应用程序运行的核旁边的核的物理温度时。此外,我们还展示了一种通信方案,该方案在同核信道上实现了超过45 bps的速率,在1跳信道上实现了超过5 bps的速率,并且错误概率小于1%。在先前的工作中显示的最高速率在1跳信道上为1.33 bps,错误概率为11%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the capacity of thermal covert channels in multicores
Modern multicore processors feature easily accessible temperature sensors that provide useful information for dynamic thermal management. These sensors were recently shown to be a potential security threat, since otherwise isolated applications can exploit them to establish a thermal covert channel and leak restricted information. Previous research showed experiments that document the feasibility of (low-rate) communication over this channel, but did not further analyze its fundamental characteristics. For this reason, the important questions of quantifying the channel capacity and achievable rates remain unanswered. To address these questions, we devise and exploit a new methodology that leverages both theoretical results from information theory and experimental data to study these thermal covert channels on modern multicores. We use spectral techniques to analyze data from two representative platforms and estimate the capacity of the channels from a source application to temperature sensors on the same or different cores. We estimate the capacity to be in the order of 300 bits per second (bps) for the same-core channel, i.e., when reading the temperature on the same core where the source application runs, and in the order of 50 bps for the 1-hop channel, i.e., when reading the temperature of the core physically next to the one where the source application runs. Moreover, we show a communication scheme that achieves rates of more than 45 bps on the same-core channel and more than 5 bps on the 1-hop channel, with less than 1% error probability. The highest rate shown in previous work was 1.33 bps on the 1-hop channel with 11% error probability.
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