Ishmanov Farruh, Kim Sung Won, Nam Seung Yeob
Department of Electronics and Communication Engineering, Kwangwoon University, 447-1 Wolgye-dong, Nowon-gu, Seoul 139-701, Korea.
Department of Information and Communication Engineering, Yeungnam University, 280 Daehak-Ro, Gyeongsan-si 712-749, Gyeongsangbuk-do, Korea.
Sensors (Basel). 2015 Mar 23;15(3):7040-61. doi: 10.3390/s150307040.
Security techniques like cryptography and authentication can fail to protect a network once a node is compromised. Hence, trust establishment continuously monitors and evaluates node behavior to detect malicious and compromised nodes. However, just like other security schemes, trust establishment is also vulnerable to attack. Moreover, malicious nodes might misbehave intelligently to trick trust establishment schemes. Unfortunately, attack-resistance and robustness issues with trust establishment schemes have not received much attention from the research community. Considering the vulnerability of trust establishment to different attacks and the unique features of sensor nodes in wireless sensor networks, we propose a lightweight and robust trust establishment scheme. The proposed trust scheme is lightweight thanks to a simple trust estimation method. The comprehensiveness and flexibility of the proposed trust estimation scheme make it robust against different types of attack and misbehavior. Performance evaluation under different types of misbehavior and on-off attacks shows that the detection rate of the proposed trust mechanism is higher and more stable compared to other trust mechanisms.
一旦节点被攻破,诸如加密和认证之类的安全技术可能无法保护网络。因此,信任建立持续监控和评估节点行为,以检测恶意和受损节点。然而,与其他安全方案一样,信任建立也容易受到攻击。此外,恶意节点可能会巧妙地表现异常,以欺骗信任建立方案。不幸的是,信任建立方案的抗攻击和鲁棒性问题尚未得到研究界的太多关注。考虑到信任建立对不同攻击的脆弱性以及无线传感器网络中传感器节点的独特特性,我们提出了一种轻量级且鲁棒的信任建立方案。由于采用了简单的信任估计方法,所提出的信任方案是轻量级的。所提出的信任估计方案的全面性和灵活性使其对不同类型的攻击和行为异常具有鲁棒性。在不同类型的行为异常和开-关攻击下的性能评估表明,与其他信任机制相比,所提出的信任机制的检测率更高且更稳定。