An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm

Grafika Jati, Ardina Rizqy Rachmasari, Wisnu Jatmiko, Petrus Mursanto, Wahju Sediono

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

The 2D-SPIHT of the Electrocardiogram (ECG) Telehealth system is still be a concern. The performance in the transmission process of the ECG signal data is kept being improved. The ECG signals containing a large-size of health data that must be secured. This research proposes an efficient combination of a compression and an encryption algorithms. Two-Dimension Set Partitioning in Hierarchical Tree (2D-SPIHT) used to optimally compress signals then combined with recently lightweight encryption algorithm, namely Secure IoT (SIT). This approach also proposes new effective encryption stage by just encrypt the most important information of compression signals that is beat-order. Several scenarios were conducted like encrypting the whole bit-stream and combining 2D-SPIHT with another encryption method, Advanced Encryption Standard (AES). The experiment result shows that proposed method gives good performance in compression and encryption. Encrypting successfully produced encrypted data that is highly different data compared to original data. Finally, the combination between 2D-SPIHT and SIT method with encrypting beat-order is the best approach. This got PRD is of 0.650 with compression-encryption-decryption time is of 83.50 seconds.

Original languageEnglish
Title of host publicationProceedings - WBIS 2017
Subtitle of host publication2017 International Workshop on Big Data and Information Security
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages155-160
Number of pages6
ISBN (Electronic)9781538620380
DOIs
Publication statusPublished - 29 Jan 2018
Event2017 International Workshop on Big Data and Information Security, WBIS 2017 - Jakarta, Indonesia
Duration: 23 Sep 201724 Sep 2017

Publication series

NameProceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security
Volume2018-January

Conference

Conference2017 International Workshop on Big Data and Information Security, WBIS 2017
CountryIndonesia
CityJakarta
Period23/09/1724/09/17

Keywords

  • 2D-SPIHT
  • Compression
  • Electrocardiogram
  • Encryption
  • Secure IoT (SIT) Algorithm

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    Jati, G., Rachmasari, A. R., Jatmiko, W., Mursanto, P., & Sediono, W. (2018). An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm. In Proceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security (pp. 155-160). (Proceedings - WBIS 2017: 2017 International Workshop on Big Data and Information Security; Vol. 2018-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IWBIS.2017.8275118