POWERT Channels: A Novel Class of Covert CommunicationExploiting Power Management Vulnerabilities

S. K. Khatamifard, Longfei Wang, A. Das, Selçuk Köse, Ulya R. Karpuzcu
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引用次数: 36

Abstract

To be able to meet demanding application performance requirements within a tight power budget, runtime power management must track hardware activity at a very fine granularity in both space and time. This gives rise to sophisticated power management algorithms, which need the underlying system to be both highly observable (to be able to sense changes in instantaneous power demand timely) and controllable (to be able to react to changes in instantaneous power demand timely). The end goal is allocating the power budget, which itself represents a very critical shared resource, in a fair way among active tasks of execution. Fundamentally, if not carefully managed, any system-wide shared resource can give rise to covert communication. Power budget does not represent an exception, particularly as systems are becoming more and more observable and controllable. In this paper, we demonstrate how power management vulnerabilities can enable covert communication over a previously unexplored, novel class of covert channels which we will refer to as POWERT channels. We also provide a comprehensive characterization of the POWERT channel capacity under various sharing and activity scenarios. Our analysis based on experiments on representative commercial systems reveal a peak channel capacity of 121.6 bits per second (bps). Keywords-covert channels; power management; power headroom modulation.
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POWERT通道:一类利用电源管理漏洞的新型隐蔽通信
为了能够在有限的电源预算内满足苛刻的应用程序性能需求,运行时电源管理必须在空间和时间上以非常精细的粒度跟踪硬件活动。这就产生了复杂的电源管理算法,这需要底层系统具有高度可观察性(能够及时感知瞬时功率需求的变化)和可控性(能够及时对瞬时功率需求的变化做出反应)。最终目标是以公平的方式在活动的执行任务之间分配电力预算,它本身代表了非常关键的共享资源。从根本上说,如果不仔细管理,任何系统范围的共享资源都可能导致秘密通信。电力预算并不是一个例外,特别是当系统变得越来越可观察和可控时。在本文中,我们演示了电源管理漏洞如何在以前未开发的新型隐蔽通道上实现隐蔽通信,我们将其称为POWERT通道。我们还提供了各种共享和活动场景下POWERT信道容量的全面表征。我们基于代表性商业系统的实验分析显示,峰值信道容量为每秒121.6比特(bps)。Keywords-covert渠道;电源管理;功率净空调制。
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Machine Learning at Facebook: Understanding Inference at the Edge Understanding the Future of Energy Efficiency in Multi-Module GPUs POWERT Channels: A Novel Class of Covert CommunicationExploiting Power Management Vulnerabilities The Accelerator Wall: Limits of Chip Specialization Featherlight Reuse-Distance Measurement
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