Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Parit Raja Batu Pahat, Johor, Malaysia.
School of Information Technology, Deakin University, Waurn Ponds, Victoria, Australia.
PLoS One. 2018 Mar 22;13(3):e0193951. doi: 10.1371/journal.pone.0193951. eCollection 2018.
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.
虽然射频识别(RFID)有望取代条形码,但安全漏洞为 RFID 技术的全球采用带来了严峻挑战。具体来说,RFID 标签容易受到基本克隆和伪造安全攻击。在许多商业应用中,RFID 标签的成功克隆可能会导致许多严重问题,例如财务损失、品牌损害、公众安全和健康。随着许多行业(如制药和企业)使用各种产品部署 RFID 技术,解决 RFID 标签克隆问题并提高 RFID 系统的抵御能力非常重要。为此,我们提出了一种在 RFID 系统中检测克隆 RFID 标签的方法,该方法具有高精度和最小开销,从而克服了现有方法中的实际挑战。该方法基于双哈希碰撞的一致性和修改后的计数-最小草图向量。我们通过广泛的实验评估了所提出的方法,并在不同的 RFID 标签克隆比例下,从执行时间和检测准确性方面与现有的基线方法进行了比较。实验结果表明,所提出的方法在克隆 RFID 标签检测准确性方面优于基线方法。