基于轻量级路径感知的硬件信息流跟踪

IF 4.8 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
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引用次数: 0

摘要

硬件设计中的漏洞和木马可能导致敏感数据被泄露和篡改。信息流跟踪技术可以有效验证硬件设计的保密性和完整性。目前,该技术主要分析信息流的可达性,缺乏对信息流路径的细粒度分析。很难发现硬件设计中信息流路径的结构缺陷和恶意敏感信息流程。为解决上述问题,我们提出了路径感知动态信息流跟踪(PDIFT)技术,在敏感信息传播的同时进行污点跟踪和路径跟踪。它通过细粒度的污点标签传播逻辑分析硬件设计中敏感信息的传播,仅在分支节点划分的基本块上插入路径标签传播逻辑,与路径上的全节点序列跟踪相比,大大简化了路径跟踪开销。实验表明,与 CellIFT 相比,PDIFT 的静态分析时间增加了 12.1%,动态验证时间增加了 0.1%。每个基本区块的平均仪器面积成本增加了 16.4 um2。在检测能力方面,PDIFT 通过对路径标签和污点标签的联合分析,弥补了传统污点跟踪技术假阴性的局限性,进而检测出加密组件迭代不足、重要资产被恶意处理等问题,从而提高了硬件安全验证的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hardware information flow tracking based on lightweight path awareness

Vulnerabilities and Trojans in hardware design may cause sensitive data to be leaked and tampered. Information flow tracking technology can effectively verify the confidentiality and integrity of hardware design. Currently, this technology mainly analyzes the reachability of information flow and lacks fine-grained analysis of information flow paths. It is difficult to find structural defects in information flow paths and malicious sensitive information processes in hardware design. To solve above problem, we propose Path-aware Dynamic Information Flow Tracking (PDIFT) technology, which performs taint tracking and path tracking while sensitive information is propagated. It analyzes the propagation of sensitive information in hardware design with fine-grained taint label propagation logic and inserts path label propagation logic only on basic blocks divided by branch nodes, which greatly simplifies the path tracing overhead compared to the full node sequence tracing on the path. Experiments have shown that compared to CellIFT, PDIFT has a 12.1% increase in static analysis time and a 0.1% increase in dynamic validation time. The average instrumentation area cost of each basic block has increased by 16.4 um2. In terms of detection capability, PDIFT makes up for the limitation of false negatives in traditional taint tracking technology through joint analysis of path labels and taint labels, then detect problems such as insufficient iterations of encryption components and malicious processing of important assets, thereby improving the accuracy of hardware security verification.

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来源期刊
Computers & Security
Computers & Security 工程技术-计算机:信息系统
CiteScore
12.40
自引率
7.10%
发文量
365
审稿时长
10.7 months
期刊介绍: Computers & Security is the most respected technical journal in the IT security field. With its high-profile editorial board and informative regular features and columns, the journal is essential reading for IT security professionals around the world. Computers & Security provides you with a unique blend of leading edge research and sound practical management advice. It is aimed at the professional involved with computer security, audit, control and data integrity in all sectors - industry, commerce and academia. Recognized worldwide as THE primary source of reference for applied research and technical expertise it is your first step to fully secure systems.
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