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

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...

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Main Authors: Jati, Grafika, Rachmasari, Ardina Rizqy, Jatmiko, Wisnu, Mursanto, Petrus, Sediono, Wahju
Format: Conference or Workshop Item
Language:English
English
Published: IEEE 2017
Subjects:
TK7885 Computer engineering
Online Access:http://irep.iium.edu.my/63379/1/63379_An%20Efficient%20Secure%20ECG%20Compression.pdf
http://irep.iium.edu.my/63379/7/63379_An%20efficient%20secure%20ECG%20compression%20based%20on%202D-SPIHT%20and%20SIT%20algorithm_SCOPUS%20conf.pdf
http://irep.iium.edu.my/63379/
https://ieeexplore.ieee.org/document/8275118/
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spelling my.iium.irep.633792018-10-18T01:50:41Z http://irep.iium.edu.my/63379/ An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm Jati, Grafika Rachmasari, Ardina Rizqy Jatmiko, Wisnu Mursanto, Petrus Sediono, Wahju TK7885 Computer engineering 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 2DSPIHT and SIT method with encrypting beat-order is the best approach. This got PRD is of 0.650 with compression-encryptiondecryption time is of 83.50 seconds. IEEE 2017 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/63379/1/63379_An%20Efficient%20Secure%20ECG%20Compression.pdf application/pdf en http://irep.iium.edu.my/63379/7/63379_An%20efficient%20secure%20ECG%20compression%20based%20on%202D-SPIHT%20and%20SIT%20algorithm_SCOPUS%20conf.pdf Jati, Grafika and Rachmasari, Ardina Rizqy and Jatmiko, Wisnu and Mursanto, Petrus and Sediono, Wahju (2017) An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm. In: IWBIS 2017: 2017 International Workshop on Big Data and Information Security, 23rd-24th Sept. 2017, Jakarta, Indonesia. https://ieeexplore.ieee.org/document/8275118/
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic TK7885 Computer engineering
spellingShingle TK7885 Computer engineering
Jati, Grafika
Rachmasari, Ardina Rizqy
Jatmiko, Wisnu
Mursanto, Petrus
Sediono, Wahju
An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
description 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 2DSPIHT and SIT method with encrypting beat-order is the best approach. This got PRD is of 0.650 with compression-encryptiondecryption time is of 83.50 seconds.
format Conference or Workshop Item
author Jati, Grafika
Rachmasari, Ardina Rizqy
Jatmiko, Wisnu
Mursanto, Petrus
Sediono, Wahju
author_facet Jati, Grafika
Rachmasari, Ardina Rizqy
Jatmiko, Wisnu
Mursanto, Petrus
Sediono, Wahju
author_sort Jati, Grafika
title An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
title_short An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
title_full An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
title_fullStr An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
title_full_unstemmed An efficient secure ECG compression based on 2D-SPIHT and SIT algorithm
title_sort efficient secure ecg compression based on 2d-spiht and sit algorithm
publisher IEEE
publishDate 2017
url http://irep.iium.edu.my/63379/1/63379_An%20Efficient%20Secure%20ECG%20Compression.pdf
http://irep.iium.edu.my/63379/7/63379_An%20efficient%20secure%20ECG%20compression%20based%20on%202D-SPIHT%20and%20SIT%20algorithm_SCOPUS%20conf.pdf
http://irep.iium.edu.my/63379/
https://ieeexplore.ieee.org/document/8275118/
_version_ 1643617839663284224
score 13.211869

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