Affiliation:
1. School of Business, Yantai Nanshan University, Yantai, Shandong 265713, China
Abstract
Wireless Networks (WNs) and their associated technology paradigms are employed for smart and secure logistics services. The wireless logistics transactions are secured through end-to-end authentication, verification, and third-party watchdog systems. This manuscript introduces a Preemptive Security Scheme for Transaction Verification (PSS-TV) in wireless network-aided logistics services. Different logistics services are secured based on the sender and receiver’s signature in mutual consent. Signature generation and implications are varied using the key size and validity based on the previous transaction recommendation. The conventional random forest classifier learning is used for detecting transaction breaches and validity requirements. This is feasible based on the transaction interruptions and failed mutual verifications. These classifications are performed using the learning paradigm for improving the key size in generating stealthy signatures. In the signature generation, the conventional elliptic curve cryptography is relied upon. The proposed scheme’s performance is analyzed using success ratio, failure rate, verification and authentication time, and complexity.
Subject
Computer Networks and Communications,Computer Science Applications