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An efficient medical data encryption scheme using selective shuffling and inter-intra pixel diffusion IoT-enabled

Dhivya Ravichandran1, W Sylvia Lilly Jebarani2, Hemalatha Mahalingam3

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This summary is machine-generated.

This study introduces a secure method for transmitting patient health data using Raspberry Pi and a novel encryption technique. The system ensures patient data privacy in Telemedicine applications through combined chaotic system encryption.

Keywords:
EHREncryptionIoTMedical imagesRaspberry piSecurity

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Area of Science:

  • Computer Science
  • Electrical Engineering
  • Medical Informatics

Background:

  • E-healthcare systems, particularly Telemedicine, require robust security to protect sensitive patient data.
  • Existing methods for securing Electronic Health Records (EHR) may not adequately address the complexities of transmitting both sensor data and medical images.

Purpose of the Study:

  • To develop and evaluate a secure Internet of Things (IoT) system for transmitting patient health data and medical images in Telemedicine.
  • To implement a novel encryption scheme based on a Combined Chaotic System (CCS) for enhanced data security.

Main Methods:

  • Utilized Raspberry Pi 3 B+ for data acquisition (LM35 and pulse sensors) and encryption/decryption.
  • Developed a text and medical image encryption scheme using a CCS for generating chaotic key sequences.
  • Implemented row-wise, column-wise shuffling, and selective shuffling for image scrambling.
  • Applied bit permutation and bit-wise XOR operations for intra- and inter-pixel diffusion.
  • Transmitted encrypted data via the Thing Speak cloud and used a Flask web server for doctor access.

Main Results:

  • The proposed encryption scheme effectively shuffles and diffuses medical images, creating highly randomized cipher images.
  • Security analyses and attack tests demonstrated the effectiveness of the developed medical image encryption algorithm.
  • The system successfully enabled secure transmission and decryption of patient health parameters and medical images.

Conclusions:

  • The developed IoT implementation provides a secure and effective solution for Electronic Health Record transmission in Telemedicine.
  • The Combined Chaotic System-based encryption scheme offers strong resistance against various attacks, ensuring patient data confidentiality.
  • This approach enhances the security of Telemedicine applications, safeguarding sensitive patient information.