{"title":"LoPhy: A Resilient and Fast Covert Channel Over LoRa PHY","authors":"Boya Liu;Chaojie Gu;Shibo He;Jiming Chen","doi":"10.1109/TNET.2024.3398814","DOIUrl":null,"url":null,"abstract":"Covert channel, which can break the logical protections of the computer system and leak confidential or sensitive information, has long been considered a security issue in the network research community. However, recent research has shown that cooperative agents can use the “covert” channel to augment the communication of legitimate applications, rather than by adversaries seeking to compromise computer security. This further broadens the potential applications of covert channels. Despite this, the design and implementation of covert channels in the context of Low Power Wide Area Networks (LPWANs) have not been widely discussed. Current state-of-the-art uses On-off keying (OOK) on LoRa PHY to create a covert channel, but this channel has limited transmission distance and capacity. In this paper, we propose \n<monospace>LoPhy</monospace>\n, a resilient and fast covert channel over LoRa physical layer (PHY). \n<monospace>LoPhy</monospace>\n uses the Chirp Spreading Spectrum (CSS) modulation scheme to increase its resilience and explore the trade-off between the covert channel’s capacity and the legitimate channel’s resilience. We implement the proposed covert channel on off-the-shelf devices and software-defined radios and show that \n<monospace>LoPhy</monospace>\n achieves a 0.57% bit error rate at a distance of \n<inline-formula> <tex-math>$700\\,\\text {m}$ </tex-math></inline-formula>\n with slight impact on legitimate channel’s performance. Moreover, we present two applications enabled by \n<monospace>LoPhy</monospace>\n to demonstrate the potential of \n<monospace>LoPhy</monospace>\n. Compared with the state-of-the-art, \n<monospace>LoPhy</monospace>\n brings up to \n<inline-formula> <tex-math>$18\\times $ </tex-math></inline-formula>\n reduction of bit errors and \n<inline-formula> <tex-math>$63\\times $ </tex-math></inline-formula>\n gain on noise resilience.","PeriodicalId":13443,"journal":{"name":"IEEE/ACM Transactions on Networking","volume":"32 5","pages":"3792-3807"},"PeriodicalIF":3.6000,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE/ACM Transactions on Networking","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10531153/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
引用次数: 0
Abstract
Covert channel, which can break the logical protections of the computer system and leak confidential or sensitive information, has long been considered a security issue in the network research community. However, recent research has shown that cooperative agents can use the “covert” channel to augment the communication of legitimate applications, rather than by adversaries seeking to compromise computer security. This further broadens the potential applications of covert channels. Despite this, the design and implementation of covert channels in the context of Low Power Wide Area Networks (LPWANs) have not been widely discussed. Current state-of-the-art uses On-off keying (OOK) on LoRa PHY to create a covert channel, but this channel has limited transmission distance and capacity. In this paper, we propose
LoPhy
, a resilient and fast covert channel over LoRa physical layer (PHY).
LoPhy
uses the Chirp Spreading Spectrum (CSS) modulation scheme to increase its resilience and explore the trade-off between the covert channel’s capacity and the legitimate channel’s resilience. We implement the proposed covert channel on off-the-shelf devices and software-defined radios and show that
LoPhy
achieves a 0.57% bit error rate at a distance of
$700\,\text {m}$
with slight impact on legitimate channel’s performance. Moreover, we present two applications enabled by
LoPhy
to demonstrate the potential of
LoPhy
. Compared with the state-of-the-art,
LoPhy
brings up to
$18\times $
reduction of bit errors and
$63\times $
gain on noise resilience.
期刊介绍:
The IEEE/ACM Transactions on Networking’s high-level objective is to publish high-quality, original research results derived from theoretical or experimental exploration of the area of communication/computer networking, covering all sorts of information transport networks over all sorts of physical layer technologies, both wireline (all kinds of guided media: e.g., copper, optical) and wireless (e.g., radio-frequency, acoustic (e.g., underwater), infra-red), or hybrids of these. The journal welcomes applied contributions reporting on novel experiences and experiments with actual systems.