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Modern transportation management systems (TMS) demand increased security, automation, and human supervision to guarantee logistical operations are dependable and effective. A secure and reliable foundation for business automation is provided by this method, which integrates Trusted Platform Modules (TPMs), Optical Character Recognition (OCR), and Human-in-the-Loop (HITL) frameworks. OCR makes data processing digital and automated, TPMs protect cryptographic features, and HITL facilitates dynamic decision-making. Utilizing learning features, IoT devices, and optimization algorithms, the system provides scalable, effective, and economical TMS solutions. Our system outperforms alternatives that use BLE, RFID, and NLP in terms of efficiency and security, achieving 94% accuracy and 93% recall. This integrated strategy ensures a safe, flexible, and effective transportation management system by improving cybersecurity, data extraction, and operational agility.

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Leveraging Trusted Platform Modules and OCR for Robust, HITL-Enabled Transportation Management Systems

  • 会议论文

  • 发表日期：

    2026年

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  • Naga Sushma Allur,
  • Koteswararao Dondapati,
  • Himabindu Chetlapalli,
  • Sharadha Kodadi,
  • Durga Praveen Deevi,
  • Lukman Adewale Ajao

摘要

Modern transportation management systems (TMS) demand increased security, automation, and human supervision to guarantee logistical operations are dependable and effective. A secure and reliable foundation for business automation is provided by this method, which integrates Trusted Platform Modules (TPMs), Optical Character Recognition (OCR), and Human-in-the-Loop (HITL) frameworks. OCR makes data processing digital and automated, TPMs protect cryptographic features, and HITL facilitates dynamic decision-making. Utilizing learning features, IoT devices, and optimization algorithms, the system provides scalable, effective, and economical TMS solutions. Our system outperforms alternatives that use BLE, RFID, and NLP in terms of efficiency and security, achieving 94% accuracy and 93% recall. This integrated strategy ensures a safe, flexible, and effective transportation management system by improving cybersecurity, data extraction, and operational agility.