Postquantum Secure Lattice-Based Authentication Scheme for IoT-Enabled Crop Recommender System

Le résumé fourni par la source

Internet of Things (IoT)-enabled smart farming has emerged as one of the most progressive domains, integrating knowledge discovery as a core component to assist farmers in analyzing their fields and obtaining accurate crop recommendations. However, the advent of quantum computing introduces significant security threats to this domain, emphasizing the urgent need to transition from classical to quantum-secure authentication mechanisms. To address this challenge, this article presents a post-quantum, lattice-based secure authentication scheme tailored for intelligent crop recommendation systems. The cryptographic scheme strengthens the data communication pipeline, and additionally, the framework incorporates security-aware design considerations within the machine learning phase, which acts as the second line of defense for the recommendation system. The security of the scheme is thoroughly analyzed for classical as well as quantum attacks. The insights gained from the real-time testbed validate the efficiency and accuracy of the framework.

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