LoPhy: A Resilient and Fast Covert Channel over LoRa PHY
LoPhy: устойчивый и быстрый скрытый канал поверх физического уровня LoRa
2023-05-05
SCID: 54.1/d7v5baxe
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Chirp Spread SpectrumLoRa physical layerLow Power Wide Area Networksbit error ratecovert channel
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Abstract (AI)
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 m without affecting the 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 × reduction of bit errors and 63 × gain on noise resilience.
Key Findings
1
Compared with state-of-the-art OOK-based LoRa covert channels, LoPhy reduces bit errors by up to 18× and improves noise resilience by up to 63×.
2
Implementations on off-the-shelf devices and software-defined radios achieve a 0.57% bit error rate over 700 m without degrading legitimate-channel performance.
3
LoPhy introduces a covert channel over the LoRa physical layer using Chirp Spreading Spectrum modulation to improve resilience.
4
The design explicitly explores the trade-off between covert-channel capacity and the resilience of the legitimate LoRa channel.
5
Two demonstrated applications illustrate the potential of LoPhy for augmenting legitimate communications through LPWAN covert channels.
Research Object
LoPhy covert channel over the LoRa physical layer in LPWAN communication
Research Subject
the covert channel’s resilience, transmission capacity, bit-error performance, and impact on the legitimate channel under CSS modulation
Publication Details
Publication Date
2023-05-05
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