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Systems, methods, and apparatuses for intrusion detection and analytics using power characteristics such as side-channel information collection

机译:使用功率特性(如边信道信息收集)进行入侵检测和分析的系统,方法和装置

摘要

Some embodiments described herein include a system that collects and learns reference side-channel normal activity, process it to reveal key features, compares subsequent collected data and processed data for anomalous behavior, and reports such behavior to a management center where this information is displayed and predefine actions can be executed when anomalous behavior is observed. In some instances, a physical side channel (e.g. and indirect measure of program execution such as power consumption or electromagnetic emissions and other physical signals) can be used to assess the execution status in a processor or digital circuit using an external monitor and detect, with extreme accuracy, when an unauthorized execution has managed to disrupt the normal operation of a target system (e.g., a computer system, etc.).
机译:本文描述的一些实施例包括一种系统,该系统收集和学习参考侧信道正常活动,对其进行处理以揭示关键特征,比较后续收集的数据和处理后的数据是否存在异常行为,并将此类行为报告给显示该信息的管理中心,当观察到异常行为时,可以执行预定义动作。在某些情况下,可以使用物理侧通道(例如,对程序执行的间接测量,例如功耗或电磁辐射以及其他物理信号)来使用外部监视器评估处理器或数字电路中的执行状态,并检测,如果未经授权的执行设法破坏了目标系统(例如,计算机系统等)的正常运行,则具有极高的准确性。

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