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Improving the efficiency of thermal covert channels in multi-/many-core systems

机译:提高多核/多核系统中隐蔽通道的效率

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In many-core chips seen in mobile computing, data center, AI, and elsewhere, thermal covert channels could be established to transmit data (e.g., passwords), supposedly to be kept secret and private. Effectiveness of a thermal covert channel, measured by its transmission rate and bit error rate (BER), is so much dependent on the thermal noise/interference imposed on the channel. In this paper, we present a few techniques to improve the capacity of thermal covert channel by overcoming the thermal interference. In particular, data in a thermal covert channel are encoded and represented following a new thermal signaling scheme where logic value, 0 or 1, modules the thermal signals duty cycle. Next, we show in this study that proper selection of transmission frequency can significantly minimize thermal interference. In addition, we propose a robust end-to-end communication protocol for reliable communications. Our experiments have confirmed that, compared to an existing thermal covert channel attack [1] [2], a thermal covert channel enhanced with all the improvements proposed in this study is seeing significant BER reduction (by as much as 75%), and transmission rate boost (by more than threefold). Building such a strong thermal covert channel is the key step towards developing robust defense and countermeasures against information leaking over thermal covert channel.
机译:在移动计算,数据中心,AI和其他地方所见的许多核心芯片中,可以建立热隐蔽通道来传输数据(例如密码),据推测这些数据是秘密和私有的。通过其传输速率和误码率(BER)衡量的隐蔽通道的有效性很大程度上取决于施加在通道上的热噪声/干扰。在本文中,我们提出了几种通过克服热干扰来提高热隐蔽通道容量的技术。特别是,热隐蔽通道中的数据将按照新的热信号传输方案进行编码和表示,其中逻辑值0或1对热信号占空比进行模块化。接下来,我们在这项研究中表明,正确选择传输频率可以显着降低热干扰。此外,我们提出了一种可靠的端到端通信协议,以实现可靠的通信。我们的实验已经证实,与现有的热隐蔽通道攻击相比[1] [2],通过本研究中提出的所有改进措施增强的热隐蔽通道可以显着降低BER(降低多达75%),并实现传输速率提升(超过三倍)。建立这样一个强大的热隐蔽通道是开发强大的防御措施和针对信息从热隐蔽通道泄漏的关键步骤。

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