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Clone tag detection in distributed RFID systems

机译:分布式RFID系统中的克隆标签检测

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摘要

Although Radio Frequency Identification (RFID) is poised to displace barcodes, security vulnerabilities pose serious challenges for global adoption of the RFID technology. Specifically, RFID tags are prone to basic cloning and counterfeiting security attacks. A successful cloning of the RFID tags in many commercial applications can lead to many serious problems such as financial losses, brand damage, safety and health of the public. With many industries such as pharmaceutical and businesses deploying RFID technology with a variety of products, it is important to tackle RFID tag cloning problem and improve the resistance of the RFID systems. To this end, we propose an approach for detecting cloned RFID tags in RFID systems with high detection accuracy and minimal overhead thus overcoming practical challenges in existing approaches. The proposed approach is based on consistency of dual hash collisions and modified count-min sketch vector. We evaluated the proposed approach through extensive experiments and compared it with existing baseline approaches in terms of execution time and detection accuracy under varying RFID tag cloning ratio. The results of the experiments show that the proposed approach outperforms the baseline approaches in cloned RFID tag detection accuracy.
机译:虽然射频识别(RFID)准备替代条形码,但安全漏洞对全球采用RFID技术构成了严重的挑战。具体地,RFID标签容易发生基本克隆和假冒安全攻击。在许多商业应用中成功克隆RFID标签可能会导致许多严重的问题,例如公众的财务损失,品牌损害,安全和健康等。随着许多产业,如制药和企业部署RFID技术的各种产品,重要的是解决RFID标签克隆问题,提高RFID系统的电阻。为此,我们提出了一种方法,用于检测具有高检测精度和最小开销的RFID系统中的克隆RFID标签,从而克服现有方法中的实际挑战。该方法基于双哈希冲突和修改的计数素描载体的一致性。我们通过广泛的实验评估了所提出的方法,并在不同的RFID标签克隆率下,在执行时间和检测精度方面与现有的基线方法进行比较。实验结果表明,所提出的方法优于克隆RFID标签检测精度的基线方法。

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